{"$schema":"https://verifymcp.io/schemas/trust-report.json","schemaVersion":1,"license":{"name":"CC BY-NC 4.0","url":"https://creativecommons.org/licenses/by-nc/4.0/"},"generatedAt":"2026-11-05T17:28:15.652Z","url":"https://verifymcp.io/servers/retracn-automationnation-mcp/automationnation-mcp","markdownUrl":"https://verifymcp.io/servers/retracn-automationnation-mcp/automationnation-mcp.md","server":{"slug":"retracn-automationnation-mcp","name":"AutomationNation Data Tools","registryName":"io.github.retracn/automationnation-mcp","description":"Agent tools: Google web search, Flights, Hotels, Shopping, News, Jobs, Trends, Maps leads, YouTube","registryStatus":"active","deletedAt":null,"statusMessage":null,"liveness":"live","publisher":{"class":"unknown","claimed":false}},"component":{"slug":"automationnation-mcp","type":"mcpb","identifier":"https://github.com/retracn/automationnation-mcp/releases/download/v1.1.1/automationnation-mcp.mcpb","withdrawn":false,"url":"https://verifymcp.io/servers/retracn-automationnation-mcp/automationnation-mcp","version":"1.1.1","transport":"stdio","scoredAt":"2026-11-05T01:05:30.456Z"},"score":{"total":48,"tier":"low","status":"scored","weekDelta":3,"history":[{"date":"2026-11-05","total":48},{"date":"2026-11-04","total":48},{"date":"2026-11-03","total":47},{"date":"2026-11-02","total":47},{"date":"2026-11-01","total":46},{"date":"2026-10-31","total":46},{"date":"2026-10-30","total":45},{"date":"2026-10-29","total":45},{"date":"2026-10-28","total":44},{"date":"2026-10-27","total":44},{"date":"2026-10-26","total":43},{"date":"2026-10-25","total":43},{"date":"2026-10-24","total":42},{"date":"2026-10-23","total":42},{"date":"2026-10-22","total":42},{"date":"2026-10-21","total":38},{"date":"2026-10-20","total":38},{"date":"2026-10-19","total":38},{"date":"2026-10-18","total":38},{"date":"2026-10-17","total":38},{"date":"2026-10-16","total":38},{"date":"2026-10-15","total":38},{"date":"2026-10-14","total":38},{"date":"2026-10-13","total":9},{"date":"2026-10-12","total":9},{"date":"2026-10-10","total":9},{"date":"2026-10-08","total":9},{"date":"2026-10-06","total":9}]},"categories":[{"name":"Supply Chain Security","score":0,"verdict":"unverified","reasons":["No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.","Known CVEs could not be checked: we found no dependency list to check in this bundle: either it runs a compiled binary, whose bundled manifests we do not read, or none of the package.json, requirements.txt, pyproject.toml or uv.lock files it ships for its runtime declares a dependency we can read (a requirements.txt that only points at a setup.py project, a local path, or a nested requirements file we cannot follow counts as none).","Install-script risk not yet assessed.","Dependency health could not be checked: we found no dependency list to check in this bundle: either it runs a compiled binary, whose bundled manifests we do not read, or none of the package.json, requirements.txt, pyproject.toml or uv.lock files it ships for its runtime declares a dependency we can read (a requirements.txt that only points at a setup.py project, a local path, or a nested requirements file we cannot follow counts as none)."],"codes":[{"code":"supplychain.malware_inconclusive","args":{"reason":"ecosystem_unsupported"}},{"code":"cve.inconclusive","args":{"reason":"no_manifest_bundled"}},{"code":"installscript.inconclusive","args":{"reason":"install_surface_unavailable"}},{"code":"dephealth.inconclusive","args":{"reason":"no_manifest_bundled"}}]},{"name":"Provenance & Transparency","score":45,"verdict":"fail","reasons":["Source repository is publicly reachable at the declared URL.","Provenance check failed: no build-provenance attestation is published.","Clear OSI-approved license (MIT).","Actively maintained (last published 29 days ago).","Disclosure check failed: no security disclosure policy was found in the source repository."],"codes":[{"code":"provenance.repo_verified","args":{}},{"code":"provenance.none","args":{}},{"code":"license.osi","args":{"spdx":"MIT"}},{"code":"maintenance.recent","args":{"age_days":"29"}},{"code":"disclosure.absent","args":{}}]},{"name":"Schema Quality & AI Usability","score":60,"verdict":"fail","reasons":["AI-judged instruction clarity (excellent).","Context-footprint check failed: tool/resource definitions use about 5618 tokens (~295/item across 19 items; 19 tools + 0 resources), over budget; trim descriptions and params.","Usage-examples check failed: none of the tools include examples."],"codes":[{"code":"schema.ai_quality","args":{"band":"excellent"}},{"code":"schema.footprint_heavy","args":{"avg":"295","items":"19","tools":"19","tokens":"5618","resources":"0"}},{"code":"schema.examples_absent","args":{}}]},{"name":"Stability & Change Management","score":73,"verdict":"partial","reasons":["Stability observed for 22 of 30 days with no destabilising changes; credit accrues until the full window elapses."],"codes":[{"code":"stability.building_history","args":{"days":"22"}}]},{"name":"Tool Coverage","score":100,"verdict":"pass","reasons":["100% of tools have a non-trivial description (not blank, and not just the tool's name).","100% of tool parameters carry a description."],"codes":[{"code":"toolquality.descriptions","args":{"pct":"100"}},{"code":"toolquality.param_docs","args":{"pct":"100"}}]},{"name":"Tool Safety","score":100,"verdict":"pass","reasons":["No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.","We read all 19 captured tool definition(s), and no name or description among them implies an irreversible operation.","An AI judge read all 20 captured unit(s) of tool text and found none that tries to manipulate the model reading it."],"codes":[{"code":"toolsafety.injection_clean","args":{}},{"code":"toolsafety.destructive_none","args":{"tools":"19"}},{"code":"toolsafety.manipulation_clean","args":{"units":"20","judged":"20"}}]},{"name":"Capabilities","score":100,"verdict":"pass","reasons":["Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28."],"codes":[{"code":"protocol.supported","args":{"latest":"2026-07-28","version":"2025-11-25"}}]}],"inconclusive":["No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.","Known CVEs could not be checked: we found no dependency list to check in this bundle: either it runs a compiled binary, whose bundled manifests we do not read, or none of the package.json, requirements.txt, pyproject.toml or uv.lock files it ships for its runtime declares a dependency we can read (a requirements.txt that only points at a setup.py project, a local path, or a nested requirements file we cannot follow counts as none).","Install-script risk not yet assessed.","Dependency health could not be checked: we found no dependency list to check in this bundle: either it runs a compiled binary, whose bundled manifests we do not read, or none of the package.json, requirements.txt, pyproject.toml or uv.lock files it ships for its runtime declares a dependency we can read (a requirements.txt that only points at a setup.py project, a local path, or a nested requirements file we cannot follow counts as none)."],"malware":[],"components":[{"slug":"mcp","type":"remote","identifier":"https://mcp.apify.com/?tools=automationnation/data-tools-mcp-server","withdrawn":false,"score":48,"current":false,"url":"https://verifymcp.io/servers/retracn-automationnation-mcp/mcp","markdownUrl":"https://verifymcp.io/servers/retracn-automationnation-mcp/mcp.md"},{"slug":"automationnation-mcp","type":"mcpb","identifier":"https://github.com/retracn/automationnation-mcp/releases/download/v1.1.1/automationnation-mcp.mcpb","withdrawn":false,"score":48,"current":true,"url":"https://verifymcp.io/servers/retracn-automationnation-mcp/automationnation-mcp","markdownUrl":"https://verifymcp.io/servers/retracn-automationnation-mcp/automationnation-mcp.md"}],"facts":[{"label":"Registry","value":"mcpb"},{"label":"Package","value":"https://github.com/retracn/automationnation-mcp/releases/download/v1.1.1/automationnation-mcp.mcpb"},{"label":"Version","value":"1.1.1"},{"label":"Transport","value":"stdio"},{"label":"SHA-256","value":"98bff8717e521e75f46a7531c113f8666a65dbe283ee2f52a9fd4570ea5322e7"}],"install":{"available":true,"bundleSha256":"98bff8717e521e75f46a7531c113f8666a65dbe283ee2f52a9fd4570ea5322e7"},"tools":[{"name":"search_flights","title":"Google Flights search","description":"Search Google Flights for one route and date. Returns each flight's total price, airlines, flight numbers, departure and arrival times, duration, stops and layovers, CO2 emissions, and whether Google marks it as a best flight. One way by default; set return_date for round-trip prices. Use it for flight prices, schedules and the cheapest or fastest options between two places. Typically 5–20 seconds. Cost on your Apify account: $0.20 per 1,000 flights ($0.16 on Gold and above).","inputs":[{"name":"adults","type":"integer","required":false,"description":"Adult passengers; prices are totals for all of them."},{"name":"cabin_class","type":"string","required":false,"description":"Cabin class."},{"name":"country","type":"string","required":false,"description":"Two-letter country code for the Google point of sale, e.g. us, gb, de. Prices can differ by country."},{"name":"currency","type":"string","required":false,"description":"Three-letter currency code for prices: USD, EUR, GBP, INR…"},{"name":"departure_date","type":"string","required":false,"description":"Departure date, YYYY-MM-DD. If omitted, Google picks a date about two weeks out."},{"name":"destination","type":"string","required":true,"description":"Arrival airport code (LHR) or city (London)."},{"name":"max_results","type":"integer","required":false,"description":"How many flights to return, 1–50. Each result is billed, so ask for what you need."},{"name":"origin","type":"string","required":true,"description":"Departure airport code (JFK) or city (New York)."},{"name":"return_date","type":"string","required":false,"description":"Return date, YYYY-MM-DD, for a round trip; prices are then round-trip totals."},{"name":"stops","type":"string","required":false,"description":"Limit the number of stops."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":330},{"name":"search_hotels","title":"Google Hotels search","description":"Search Google Hotels for a city, neighbourhood or landmark. Returns hotel name, star class, guest rating and review count, nightly price with and without taxes, estimated total for the stay, description, nearby places, website, coordinates and Google Hotels link. Set check_in and check_out for exact prices (otherwise Google picks dates). Filter by minimum rating, minimum stars and maximum nightly price. Up to 20 hotels per search, typically 5–20 seconds. Cost on your Apify account: $1 per 1,000 hotels ($0.80 on Gold and above).","inputs":[{"name":"adults","type":"integer","required":false,"description":"Guests per room."},{"name":"check_in","type":"string","required":false,"description":"Check-in date, YYYY-MM-DD."},{"name":"check_out","type":"string","required":false,"description":"Check-out date, YYYY-MM-DD."},{"name":"country","type":"string","required":false,"description":"Two-letter country code for Google, e.g. us, gb, de. It can change the currency and booking partners."},{"name":"currency","type":"string","required":false,"description":"Three-letter currency code (USD, EUR, GBP). Google may still answer in the country's currency."},{"name":"location","type":"string","required":true,"description":"Where to stay: a city (Paris), an area (Shoreditch London) or a full search (hotels near Times Square)."},{"name":"max_price_per_night","type":"integer","required":false,"description":"Only hotels at or under this nightly price, in the results' currency."},{"name":"max_results","type":"integer","required":false,"description":"How many hotels to return, 1–20. Each result is billed, so ask for what you need."},{"name":"min_rating","type":"string","required":false,"description":"Only hotels with at least this guest rating."},{"name":"min_stars","type":"string","required":false,"description":"Only hotels with at least this many stars."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":344},{"name":"search_google","title":"Google web search","description":"Search Google and get the web results in Google's order: title, URL, site and snippet for each. Restrict to a site, a file type or a time range, in any country and language. Use it to research a topic, find sources, docs and pages, or check what ranks for a query. Up to 100 results per call, 10 per page, typically 4–10 seconds per page. Cost on your Apify account: $5 per 1,000 searches of up to 10 results ($4 on Gold and above).","inputs":[{"name":"country","type":"string","required":false,"description":"Two-letter country code for Google, e.g. us, gb, de, in."},{"name":"file_type","type":"string","required":false,"description":"Only files of this type, e.g. pdf, docx, xlsx."},{"name":"language","type":"string","required":false,"description":"Interface language code, e.g. en, de, es, fr, ja."},{"name":"max_results","type":"integer","required":false,"description":"How many results to return, 1–100. Each result is billed, so ask for what you need."},{"name":"query","type":"string","required":true,"description":"The search, e.g. \"best project management software\". Google operators work: site:, filetype:, \"exact phrase\", -exclude, OR."},{"name":"site","type":"string","required":false,"description":"Only results from this site or path, e.g. reddit.com or docs.python.org/3."},{"name":"time","type":"string","required":false,"description":"Only results from the past day, week, month or year."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":303},{"name":"search_google_shopping","title":"Google Shopping search","description":"Search Google Shopping for a product in any country. Returns product title, current price, original price and discount, store, whether other stores sell it, delivery and returns details, rating, review count and a Google Shopping link. Use it for price comparison, finding where to buy, and competitor or market price research. About 50 products per search in the country's currency, typically a few seconds. Cost on your Apify account: $1 per 1,000 products ($0.80 on Gold and above).","inputs":[{"name":"country","type":"string","required":false,"description":"Two-letter country code; prices come in that country's currency, e.g. us, gb, de, in."},{"name":"max_results","type":"integer","required":false,"description":"How many products to return, 1–50. Each result is billed, so ask for what you need."},{"name":"query","type":"string","required":true,"description":"Product search as you would type it into Google Shopping, e.g. \"wireless earbuds\" or \"iPhone 16 Pro 256GB\"."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":208},{"name":"get_youtube_transcripts","title":"YouTube transcripts","description":"Get the transcript (captions) of YouTube videos, with title, channel, duration, caption language and word count, and optional timestamps. Accepts video URLs or IDs, Shorts, youtu.be links, and channel or playlist URLs (it takes their latest videos). Manual captions in the requested language come first, then auto-generated ones; translation into another language is best effort. Use it to summarise, quote, fact-check or search inside videos. Videos without captions come back with an error status and aren't billed. Cost on your Apify account: $1.50 per 1,000 transcripts ($1.20 on Gold and above).","inputs":[{"name":"include_timestamps","type":"boolean","required":false,"description":"Return the transcript as timestamped lines (\"[1:23] text\") instead of plain text."},{"name":"language","type":"string","required":false,"description":"Preferred caption language code, e.g. en, es, de, fr, ja."},{"name":"max_characters","type":"integer","required":false,"description":"Cut each transcript after this many characters to protect your context window."},{"name":"max_videos_per_channel","type":"integer","required":false,"description":"For channel or playlist URLs: how many of the latest videos to take."},{"name":"translate_to","type":"string","required":false,"description":"Optional language code to machine-translate the transcript into (best effort; YouTube rate-limits translation)."},{"name":"videos","type":"array","required":true,"description":"YouTube video URLs or 11-character IDs, Shorts or youtu.be links, or channel/playlist URLs. Up to 10."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":302},{"name":"search_google_news","title":"Google News search","description":"Search Google News for a topic, company or person. Returns headline, snippet, publisher, publish time and the publisher's article URL (Google's redirect is resolved). Filter by time (past hour to past year) and sort by relevance or newest first, in any country and language. Use it for current events, company and competitor news monitoring, and research. Up to 100 articles per call, typically a few seconds. Cost on your Apify account: $1 per 1,000 articles ($0.80 on Gold and above).","inputs":[{"name":"country","type":"string","required":false,"description":"Two-letter country code for Google, e.g. us, gb, de, in."},{"name":"language","type":"string","required":false,"description":"Interface language code, e.g. en, de, es, fr, ja."},{"name":"max_results","type":"integer","required":false,"description":"How many articles to return, 1–100. Each result is billed, so ask for what you need."},{"name":"query","type":"string","required":true,"description":"News search, e.g. \"Nvidia earnings\" or \"EV tariffs\". Google operators work, e.g. site:reuters.com."},{"name":"sort_by","type":"string","required":false,"description":"Google's order, or newest first."},{"name":"time","type":"string","required":false,"description":"Only articles from the past hour, day, week, month or year."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":265},{"name":"search_google_images","title":"Google Images search","description":"Search Google Images. Returns the full-size image URL with width and height, a thumbnail, and the source page's URL, title and site. Filter by size, colour, type (photo, clipart, line art, face, animated), time and usage rights. Up to 100 images per search, typically a few seconds. Check the licence on the source page before reusing an image. Cost on your Apify account: $0.25 per 1,000 images ($0.20 on Gold and above).","inputs":[{"name":"color","type":"string","required":false,"description":"Colour filter."},{"name":"country","type":"string","required":false,"description":"Two-letter country code for Google, e.g. us, gb, de, in."},{"name":"image_type","type":"string","required":false,"description":"Image type."},{"name":"language","type":"string","required":false,"description":"Interface language code, e.g. en, de, es, fr, ja."},{"name":"license","type":"string","required":false,"description":"Usage rights, as Google classifies them."},{"name":"max_results","type":"integer","required":false,"description":"How many images to return, 1–100. Each result is billed, so ask for what you need."},{"name":"query","type":"string","required":true,"description":"Image search, e.g. \"modern kitchen\" or \"golden retriever puppy\"."},{"name":"size","type":"string","required":false,"description":"Image size."},{"name":"time","type":"string","required":false,"description":"Only images from the past day, week, month or year."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":278},{"name":"search_google_videos","title":"Google Videos search","description":"Search Google's video results across YouTube, TikTok, Vimeo, news sites and more. Returns title, URL, platform, channel, duration, publish date, snippet, key moments and a Shorts flag. Filter by time and length. Use it to find videos on a topic beyond YouTube's own search. Up to 100 videos per call. Cost on your Apify account: $1 per 1,000 videos ($0.80 on Gold and above).","inputs":[{"name":"country","type":"string","required":false,"description":"Two-letter country code for Google, e.g. us, gb, de, in."},{"name":"duration","type":"string","required":false,"description":"Length: short is under 4 minutes, medium 4–20, long over 20."},{"name":"language","type":"string","required":false,"description":"Interface language code, e.g. en, de, es, fr, ja."},{"name":"max_results","type":"integer","required":false,"description":"How many videos to return, 1–100. Each result is billed, so ask for what you need."},{"name":"query","type":"string","required":true,"description":"Video search, e.g. \"how to make sourdough bread\"."},{"name":"time","type":"string","required":false,"description":"Only videos from the past hour, day, week, month or year."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":249},{"name":"search_jobs","title":"Google Jobs search","description":"Search Google Jobs, which aggregates listings from LinkedIn, Indeed, Glassdoor, company career sites and more, in 26 countries. Returns job title, company, location, remote flag, source, posting date, employment type, salary (text plus parsed min, max, currency and period), a description excerpt, qualifications and apply links. Filter by date posted, employment type and remote only. Up to 100 jobs per call. Cost on your Apify account: $2 per 1,000 jobs ($1.50 on paid plans) + $0.03 per search.","inputs":[{"name":"country","type":"string","required":false,"description":"Country to search; Google Jobs is verified in these countries."},{"name":"date_posted","type":"string","required":false,"description":"Only jobs posted since yesterday, in the last 3 days, week or month."},{"name":"employment_type","type":"string","required":false,"description":"Only jobs of this type."},{"name":"location","type":"string","required":false,"description":"City, region or area, e.g. \"New York\", \"London\" or \"Austin, TX\". Leave empty for the whole country."},{"name":"max_results","type":"integer","required":false,"description":"How many jobs to return, 1–100. Each result is billed, so ask for what you need."},{"name":"query","type":"string","required":true,"description":"Job search, e.g. \"software engineer\", \"registered nurse\" or \"marketing manager\"."},{"name":"remote_only","type":"boolean","required":false,"description":"Only remote or work-from-home jobs."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":287},{"name":"get_google_trends","title":"Google Trends","description":"Google Trends for up to 5 keywords: interest over time (0–100), average, latest and peak interest, trend direction and change, top regions, and top and rising related searches with \"Breakout\" flags. Compare terms on one scale and choose the country or region (US, GB, US-CA…), the time range (past hour to all time) and the search type (web, images, news, YouTube, Shopping). Use it for demand and seasonality research and to compare brands or topics. Cost on your Apify account: $1 per 1,000 keyword reports ($0.27–$0.90 on paid plans) · $0.50 per 1,000 trending searches.","inputs":[{"name":"compare","type":"boolean","required":false,"description":"Put all terms on one 0–100 scale, like a Google Trends comparison."},{"name":"geo","type":"string","required":false,"description":"Country or region code, e.g. US, GB, DE, US-CA (California), GB-ENG. Empty means worldwide."},{"name":"include_regions","type":"boolean","required":false,"description":"Add the regions where each term is searched most."},{"name":"include_related_queries","type":"boolean","required":false,"description":"Add top and rising related searches."},{"name":"search_type","type":"string","required":false,"description":"Which Google search to measure interest in."},{"name":"terms","type":"array","required":true,"description":"Keywords or topics, up to 5, e.g. [\"chatgpt\", \"gemini\", \"claude\"]."},{"name":"time_range","type":"string","required":false,"description":"Period to analyse."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":305},{"name":"get_trending_searches","title":"Google trending searches now","description":"What's trending on Google right now in a country, like trends.google.com/trending: each trending search with its search volume, increase, start time, whether it is still active, related searches and optional news articles. Windows of the past 4, 24 or 48 hours or 7 days. Use it for real-time monitoring, news-jacking and content ideas. Cost on your Apify account: $1 per 1,000 keyword reports ($0.27–$0.90 on paid plans) · $0.50 per 1,000 trending searches.","inputs":[{"name":"country","type":"string","required":false,"description":"Two-letter country code, e.g. US, GB, IN, DE."},{"name":"hours","type":"integer","required":false,"description":"Time window in hours: 4, 24, 48 or 168 (7 days). Other values round to the nearest."},{"name":"include_news","type":"boolean","required":false,"description":"Add up to 3 news articles Google shows for each trending search."},{"name":"max_results","type":"integer","required":false,"description":"How many trending searches to return, 1–100. Each result is billed, so ask for what you need."},{"name":"only_active","type":"boolean","required":false,"description":"Skip searches Google marks as no longer trending."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":251},{"name":"find_local_businesses","title":"Google Maps business leads","description":"Find local businesses on Google Maps in any country, as sales leads. Returns name, category, address, phone, email (found on the business website), website, rating and review count, social profiles, opening-date estimate, unclaimed-listing flag and a lead score with reasons. Search any business type in any city, e.g. \"dentist\" in \"Austin, TX\". Filters for businesses without a website, recently opened businesses and review counts. Optional AI outreach drafts. About 1–3 minutes for 10 leads because it visits each website. Cost on your Apify account: $0.03 per lead ($0.024 on Gold).","inputs":[{"name":"business_type","type":"string","required":true,"description":"What to search for on Google Maps, e.g. \"dentist\", \"vegan restaurant\" or \"roofing contractor\"."},{"name":"country","type":"string","required":false,"description":"Two-letter country code for the location, e.g. us, gb, ca, au, de."},{"name":"find_emails","type":"boolean","required":false,"description":"Visit each business website to find an email address. Slower, but most leads are useless without it."},{"name":"include_outreach_drafts","type":"boolean","required":false,"description":"Add AI-written cold email, LinkedIn and SMS drafts for each lead."},{"name":"location","type":"string","required":true,"description":"City or area, e.g. \"Austin, TX\" or \"Berlin, Germany\". Add the state or country when a name is ambiguous."},{"name":"max_results","type":"integer","required":false,"description":"How many businesses to return, 1–100. Each result is billed, so ask for what you need."},{"name":"max_reviews","type":"integer","required":false,"description":"Skip businesses with more reviews than this, e.g. 30 to find newer businesses."},{"name":"min_reviews","type":"integer","required":false,"description":"Skip businesses with fewer reviews than this."},{"name":"opened_within_days","type":"integer","required":false,"description":"Only businesses that opened within this many days; 30, 60 or 90 work best. 0 means any age."},{"name":"with_website_only","type":"boolean","required":false,"description":"Only businesses that list a website."},{"name":"without_website_only","type":"boolean","required":false,"description":"Only businesses with no website (good prospects for web design and marketing services)."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":437},{"name":"find_uk_business_leads","title":"UK business leads with directors","description":"UK business leads from Google Maps, enriched from Companies House: everything find_local_businesses returns plus the company director's name, company number, incorporation date, company age and SIC codes, with a match-confidence rating. Search UK cities or postcodes for any business type. Use it for UK B2B prospecting. About 1–3 minutes for 10 leads. Cost on your Apify account: $0.05 per lead ($0.04 on Gold).","inputs":[{"name":"business_type","type":"string","required":true,"description":"What to search for, e.g. \"plumber\", \"dentist\" or \"coffee shop\"."},{"name":"cities","type":"array","required":false,"description":"UK cities, towns or regions, e.g. [\"Manchester\", \"Leeds\"]. Give cities or postcodes."},{"name":"find_emails","type":"boolean","required":false,"description":"Visit each business website to find an email address. Slower, but most leads are useless without it."},{"name":"include_outreach_drafts","type":"boolean","required":false,"description":"Add AI-written cold email, LinkedIn and SMS drafts for each lead."},{"name":"max_results","type":"integer","required":false,"description":"How many businesses to return, 1–100. Each result is billed, so ask for what you need."},{"name":"max_reviews","type":"integer","required":false,"description":"Skip businesses with more reviews than this, e.g. 30 to find newer businesses."},{"name":"min_reviews","type":"integer","required":false,"description":"Skip businesses with fewer reviews than this."},{"name":"opened_within_days","type":"integer","required":false,"description":"Only businesses that opened within this many days; 30, 60 or 90 work best. 0 means any age."},{"name":"postcodes","type":"array","required":false,"description":"UK postcodes or districts to search around, e.g. [\"M1 1AA\", \"LS1\"]."},{"name":"radius_miles","type":"integer","required":false,"description":"Search radius around each postcode: 1–5 for a neighbourhood, 10–20 for a town."},{"name":"unclaimed_only","type":"boolean","required":false,"description":"Only businesses that haven't claimed their Google Business Profile."},{"name":"with_website_only","type":"boolean","required":false,"description":"Only businesses that list a website."},{"name":"without_website_only","type":"boolean","required":false,"description":"Only businesses with no website (good prospects for web design and marketing services)."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":442},{"name":"get_advertiser_ads","title":"Google Ads Transparency lookup","description":"Every ad an advertiser runs on Google Search, YouTube, Display and Shopping, from Google's Ads Transparency Center. Returns format, first and last shown dates, days running, headline, ad texts, display URL, landing page, image URLs and YouTube video. Look up by advertiser name, website domain, Transparency Center URL or advertiser ID, and filter by country and format. Use it for competitor ad research and creative inspiration. Newest ads first, up to 200 per call. Cost on your Apify account: $1 per 1,000 ads ($0.80 on Gold and above).","inputs":[{"name":"advertiser","type":"string","required":true,"description":"Advertiser name (Nike), website domain (nike.com), Ads Transparency Center URL or advertiser ID (AR…)."},{"name":"format","type":"string","required":false,"description":"Only ads of this format."},{"name":"include_ad_content","type":"boolean","required":false,"description":"Open each ad's preview for its headline, texts, landing page, images and video. Slower but much more useful."},{"name":"max_results","type":"integer","required":false,"description":"How many ads to return, 1–200. Each result is billed, so ask for what you need."},{"name":"region","type":"string","required":false,"description":"Two-letter country code to see only ads shown there (us, gb, de…), or \"anywhere\"."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":264},{"name":"get_app_reviews","title":"App Store and Google Play reviews","description":"App reviews from the Apple App Store or Google Play: star rating, title, text, date, reviewer and the developer's reply, plus app version and helpful votes for Google Play. Accepts store URLs, App Store IDs, Google Play package names or app names. Filter by star rating (e.g. 1–2 stars for complaints), sort by newest or most relevant, in any country and language. Up to 500 reviews per call. Cost on your Apify account: $0.08 per 1,000 reviews ($0.05–$0.07 on paid plans).","inputs":[{"name":"app","type":"string","required":true,"description":"App Store URL or numeric ID (324684580), Google Play URL or package name (com.spotify.music), or an app name (Spotify)."},{"name":"country","type":"string","required":false,"description":"Two-letter store country, e.g. us, gb, de. Reviews differ by country."},{"name":"language","type":"string","required":false,"description":"Interface language code, e.g. en, de, es, fr, ja."},{"name":"max_rating","type":"integer","required":false,"description":"Only reviews with at most this many stars, e.g. 2 for complaints."},{"name":"max_reviews","type":"integer","required":false,"description":"How many reviews to return, 1–500."},{"name":"min_rating","type":"integer","required":false,"description":"Only reviews with at least this many stars."},{"name":"sort","type":"string","required":false,"description":"Newest first, or the store's \"most relevant\" order."},{"name":"store","type":"string","required":false,"description":"Which store. auto reads it from the URL or ID; plain app names go to the App Store unless you choose google_play."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":323},{"name":"analyze_app_reviews","title":"AI app review analysis","description":"AI analysis of the latest App Store and Google Play reviews for up to 5 apps: top bugs, top feature requests, critical issues, competitor mentions, a sentiment summary, the rating distribution and the app versions mentioned. Accepts store URLs, App Store IDs, Google Play package names or app names. Use it for product research, competitor analysis and release monitoring. About 30–90 seconds per app. Cost on your Apify account: $0.05 per app report ($0.04 on Gold).","inputs":[{"name":"apps","type":"array","required":true,"description":"Up to 5 apps: store URLs, App Store IDs, Google Play package names or plain app names (e.g. \"Duolingo\")."},{"name":"country","type":"string","required":false,"description":"Two-letter store country, e.g. us, gb, de."},{"name":"max_reviews_per_app","type":"integer","required":false,"description":"How many of the latest reviews to analyse per app and store."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":190},{"name":"check_ai_overview_citations","title":"Google AI Overview citation check","description":"Check Google AI Overviews for your keywords: whether an AI Overview appears, whether it cites your domain and at what position, which domains and competitors it cites instead, whether your brand is mentioned, the AI Overview text, your organic rank, and what changed since your last check. Use it for AEO and GEO (answer and generative engine optimisation) audits and monitoring. About 5–20 seconds per keyword. Cost on your Apify account: $0.04 per keyword ($0.032 on Gold), plus $2 per run from 17 Nov 2026; $0.01 per keyword until 16 Oct 2026.","inputs":[{"name":"brand_names","type":"array","required":false,"description":"Names that count as a brand mention in the AI Overview text."},{"name":"competitor_domains","type":"array","required":false,"description":"Competitor websites to watch, e.g. [\"hubspot.com\", \"pipedrive.com\"]."},{"name":"country","type":"string","required":false,"description":"Two-letter country code for Google, e.g. us, gb, de, in."},{"name":"domain","type":"string","required":true,"description":"Your website, e.g. \"yourbrand.com\". Subdomains count."},{"name":"language","type":"string","required":false,"description":"Interface language code, e.g. en, de, es, fr, ja."},{"name":"queries","type":"array","required":true,"description":"Searches to check, exactly as people type them, e.g. [\"best crm for small business\"]."}],"outputs":[],"hasOutputSchema":false,"hasExamples":false,"tokenEstimate":286},{"name":"check_ai_visibility","title":"AI assistant brand visibility","description":"Ask AI assistants the questions your customers ask and see whether they mention and cite your brand. For each prompt and engine (Google AI Overviews, Gemini with Google Search, Claude with web search) it returns whether the brand is mentioned, its rank among the brands named, whether it is cited, competitors mentioned and cited, sentiment, the snippet about the brand and the sources cited. Use it for AI search visibility and share-of-voice tracking. Each prompt on each engine is one answer checked. Takes 1–3 minutes. 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Pass the run_id from that tool's output. 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