Does your SEO tool have real infrastructure, or is it just a wrapper?
152 tools torn down so far, sorted by what's actually running underneath.
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2 tools built by readers so far
RECENTLY TORN DOWN
01AccuRankerAPI STITCHRank tracker that checks Google SERPs directly instead of reading Search Console — real scheduling infrastructure, no proprietary web-scale index.CONF HIGH$224+/MO02Advanced Web RankingAPI STITCHRank tracker that queries search engines directly across 4,000+ engines beyond Google — real scheduling infrastructure at scale, no proprietary web-scale index.CONF HIGH$139+/MO03AhrefsDATA MOATOwn crawler, 8B+ pages a day, a decade of historyCONF HIGH$129+/MO
The index
152 tools, sorted by structure — Data Moat, API Stitch, or Pure Wrapper. The glyph counts parts, not quality. How we classify →
01AlsoAskedPURE WRAPPERRecursively scrapes Google's People Also Ask boxes into a visual question tree — DataForSEO and SerpApi already sell the same recursive PAA endpoint.CONF HIGH$12+/MO02AnswerThePublicPURE WRAPPERSame live-scrape mechanic as AlsoAsked, but pulls autocomplete suggestions — not People Also Ask boxes — across 6+ platforms, plus a bundled AI-writing suiteCONF HIGH$20+/MO03AnywordPURE WRAPPERCopy drafting is a hosted-model wrapper; its "predictive performance" score claims proprietary data but publishes no methodology to check.CONF MEDIUM$49+/MO04Article ForgePURE WRAPPERPure Wrapper — bulk long-form article generation over an undisclosed AI model, marketed with vague "deep learning" language rather than any named model or data source.CONF MEDIUM$57+/MO05AthenaHQPURE WRAPPERAI-search-visibility tracker for ChatGPT, Gemini, and other platforms — doesn't publish whether it queries official APIs or browses each platform directly, but claims no proprietary crawler or dataCONF MEDIUM$295+/MO (free tier available)06BywordPURE WRAPPERGPT, Claude, and Gemini wrapped in research-and-publish toolingCONF HIGH$99+/MO07ClearscopePURE WRAPPERContent grading and AI-visibility tracking built on third-party NLP/LLM APIs — no crawler or proprietary index found.CONF MEDIUM$129+/MO08Content at ScalePURE WRAPPERRebranded to BrandWell; AI writer chains hosted models + a rewrite pass, SEO scoring is SERP-fetch-and-checklistCONF MEDIUM$199-490/YR (WRITEWELL)09Content HarmonyPURE WRAPPERSERP-based content briefs and grading, sold as usage creditsCONF MEDIUM$50+/MO (usage-based; 5 workflows/mo up to $799/mo for 150; $1,000+/mo Enterprise, 200+ workflows)10Copy.aiPURE WRAPPERNo index — an AI-prompt workflow layer routed to third-party models, not a data source.CONF HIGH$29+/MO11DashwordPURE WRAPPERSERP-fetch content briefs and draft scoring on a hosted AI model — its built-in crawler only tracks your own connected site, not a web-scale index.CONF MEDIUM$99+/MO12DescribelyPURE WRAPPERBulk e-commerce product-description generator, and the modern continuation of what Copysmith used to be before that brand became a holding company for three separate tools (Frase, Rytr, Describely).CONF MEDIUM$0.75/PRODUCT13FrasePURE WRAPPERContent briefs plus AI-visibility tracking, both rentedCONF MEDIUM$39+/MO14GetGenie AIPURE WRAPPERPure Wrapper — WordPress AI writer with SERP-based keyword tools; no data source disclosed, pattern matches a hosted-model + SERP-API wrapper.CONF MEDIUM$9.99+/MO15Goodie AIPURE WRAPPERAI-search-visibility platform for ChatGPT, Perplexity, Gemini and more, plus an e-commerce add-on tracking product visibility in Amazon Rufus — same query-and-parse pattern as other GEO trackers; collection method undisclosedCONF MEDIUM$399+/MO16GrowthBarPURE WRAPPERPure Wrapper — keyword data rented from SpyFu and Google Ads, blog content from a hosted AI model; no proprietary index. Now folded into SEOptimer.CONF MEDIUM$36+/MO17Jasper AIPURE WRAPPERRoutes across third-party models; SEO layer is a rented Surfer integrationCONF HIGH$69+/MO18Junia AIPURE WRAPPERPure Wrapper — Google search-trend keyword data plus an undisclosed hosted AI model; no proprietary index or crawler.CONF MEDIUM$17+/MO19Keyword ToolPURE WRAPPERSame live-autocomplete-scrape mechanic as AnswerThePublic, but pulls from 15 platforms and enriches results with Google/Bing ad-platform volume data instead of a bundled AI writerCONF HIGH$88+/MO20Koala WriterPURE WRAPPERPure Wrapper — real-time analysis of top-ranking pages handed to GPT-5.2/Claude 4.5 Sonnet; no proprietary index or crawler.CONF HIGH$9+/MO21NeuronWriterPURE WRAPPERSERP-scraped content briefs plus AI-platform mention tracking — no proprietary index behind either.CONF HIGH$23+/MO22Otterly.AIPURE WRAPPERAI-search visibility tracker that queries AI platforms' own public interfaces like a real user — no proprietary data behind the mechanismCONF HIGH$29+/MO23OutrankingPURE WRAPPERScans top-ranking pages, hands them to GPT-4 for briefs and drafts — no proprietary index behind it.CONF MEDIUM$19+/MO24PageOptimizer ProPURE WRAPPERTerm-frequency scoring against live top-ranking pages, calibrated from the founder's own SEO experiments — no own crawler or index found.CONF MEDIUM$40+/MO25Peec AIPURE WRAPPERAI-search-visibility dashboard tracking ChatGPT, Perplexity, Gemini, and more — same query-and-parse pattern as other GEO trackers; the collection method itself isn't disclosedCONF MEDIUM€70+/MO26RankscalePURE WRAPPERAI-visibility tracker across 17+ engines — its own pricing page shows some queried via developer APIs (GPT-5, Gemini, Perplexity) and others reached by browsing the platform directly (AI Overviews, Grok, Copilot)CONF HIGH$20+/MO (full engine list from $99/MO Pro)27RytrPURE WRAPPERPure Wrapper — 40+ prompt templates and a voice-matching feature over an undisclosed hosted AI model; no crawler or proprietary data.CONF MEDIUM$9+/MO28ScalenutPURE WRAPPERPure Wrapper — SERP fetch + LLM draft, plus AI-platform queries for visibility tracking; no proprietary index or crawler found.CONF HIGH$59+/MO29Semrush Content ToolkitPURE WRAPPERAI drafting + optimization layer on Semrush's own data; sold standalone at $60/mo, formerly branded ContentShake AI.CONF MEDIUM$60+/MO30SEO.AIPURE WRAPPERAutopilot content plus a reciprocal backlink-exchange network among customersCONF HIGH$149+/MO31SEOwindPURE WRAPPERSERP-fetch-to-draft pipeline with no named proprietary data; now also sells human-edited white-label content as a separate service.CONF MEDIUM$189+/MO32SurgeGraphPURE WRAPPERAI content + AI-citation tracking wrapper — SERP-extracted terms plus GPT-4o drafting, multi-platform AI-answer queries; no proprietary data found.CONF MEDIUM$32.50+/MO (BILLED ANNUALLY)33TopicallyPURE WRAPPERSmall SEO tool that extracts topic/entity modifiers from live Google Search and Images results into a hierarchical map — a Neuraltext project priced from free up to $49/mo.CONF MEDIUM$0–$49/MO (4 TIERS: FREE, BASIC $9, STARTER $19, PRO $49)34TwinwordPURE WRAPPERA bundle of pay-per-call text-analysis APIs (sentiment, emotion, keyword suggestion) marketed to developers — keyword-suggestion data licensed from DataForSEO, no own crawler or index found.CONF MEDIUM$19+/MO PER API35WriterZenPURE WRAPPEROne-time-purchase keyword clustering + AI writing suite — Google-sourced keyword data, GPT-4o mini drafting; no proprietary index found.CONF MEDIUM$135+ ONE-TIME (LIFETIME)36WritesonicPURE WRAPPERPivoted from AI writer to an AI-search-visibility tracker — browses ChatGPT and Gemini's own interfaces like a user; no proprietary data behind either halfCONF HIGH$79+/MO