| AI engines on the standard plan | Yes7: ChatGPT, Claude, Gemini, Grok, Google AI Overviews, Perplexity, DeepSeek | Enterprise3 on trial; up to 9 on Enterprise | Add-on3 of 6; more per engine; Claude, Grok, DeepSeek Enterprise | Add-on3 included; 6 more priced per prompt | Partial6; Claude on custom prompts only; Grok paused | Enterprise3 to 4 by report; Claude, Copilot, Grok, DeepSeek Enterprise AIO | Yes5 free; 11 on Starter | Add-on4 included; AI Mode, Gemini, Claude add-ons; no Grok or DeepSeek | PartialChatGPT only on Solo; 7+ on Pro |
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| Runs when you want | YesOn demand, no cap | NoDaily, scheduled | NoDaily, scheduled | NoDaily; 5 on-demand runs per pitch workspace | NoIndex monthly; custom prompts metered by checks | NoDaily; prompts capped by plan | PartialYou set cadence; each response costs a credit | NoDaily, no re-runs | NoDaily |
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| Scheduled daily runs | NoOn the roadmap | Yes | Yes | Yes | PartialCustom prompts only | Yes | Yes | Yes | Yes |
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| Recommended graded as its own signal | YesCited, mentioned and recommended, each separate | PartialAverage position and visibility rank | PartialPosition | PartialAverage position | PartialAverage cited position | PartialAverage position | PartialRank and recommend wording; method not published | PartialAverage position | PartialAverage position, first-mention rate |
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| Brand accuracy graded against your own site | YesEvery plan; answer key built from your site; with and without web search | EnterpriseFactCheck, Enterprise only | PartialYou write or approve the facts it checks | PartialClaims extracted; you grade each by hand | NoLetaido agent sold separately | NoSentiment only | EnterpriseOracle discrepancy detection, Enterprise | No | No |
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| Whole-site scan: crawlability, freshness, schema, structure | YesFour checks, per-page plan that survives rescans | PartialPer-URL content score, robots.txt audit | Partialrobots.txt for 40+ bots | YesAudits with technical, content and AEO scores | PartialSEO Site Audit; no AEO checks | YesAI Search Health in Site Audit | Partialrobots.txt and llms.txt access | PartialOne URL at a time | No |
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| Schema written for you (JSON-LD) | YesOne click, typed by page | No | No | PartialCode examples; emitted with generated content | No | No | No | No | No |
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| Third-party pages graded for accuracy, authority and tone | Yes | PartialSources categorised | PartialSources classified | PartialSources and gaps | PartialMention counts | PartialBrand Monitoring sentiment | PartialSource rankings | PartialCitation tracking | PartialCited domains classified |
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| Audit of your own profiles (LinkedIn, GBP, G2, directories) | YesPresence check plus site-versus-profile differences | No | No | No | No | PartialLocal Toolkit listings, map-pack oriented | No | No | No |
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| Reddit and Quora opportunities | YesBoth, with the live questions | PartialReddit reply agent | PartialUGC sources | No | PartialReddit-in-SERP index | No | No | PartialReddit recommendations | PartialReddit view |
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| Publishers naming competitors, with a contact | Yes | PartialAgent templates | PartialGap filter | PartialSource gaps | PartialContent Explorer | YesAI PR toolkit, journalist database | YesCitation outreach, drafted emails | PartialPartnership recommendations | PartialOutreach opportunities |
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| Competitor topical authority and gap scoring | YesCrawls rivals, clusters topics, scores authority | PartialTopic quadrant | PartialSource and perception gaps | PartialTopic heatmap, 5 rivals | PartialContent gap | Partial4 rivals | PartialTopic heatmap | PartialGap analyzer | PartialTopic chart |
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| Content editor with scoring | YesBlock editor, revisions, detectability score, AI search readiness | YesDocuments, agents | PartialGated content optimisation | YesAgent content mode | Add-onAI Content Helper add-on | Add-onContent Toolkit add-on | YesDrafts, ACE on Enterprise | No | YesGrids, Playbooks, Quill |
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| Publishes straight to your CMS | PartialWordPress, as drafts | Yes10 CMSs | PartialWordPress | YesWordPress, Webflow, Shopify | No | PartialWordPress | Yes8 CMSs | No | Yes13 CMSs |
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| GA4 with AI-assistant referrals split out | YesIncludes Perplexity and Claude | PartialNot published; server logs instead | Yes | Yes | PartialOwn Web Analytics; GA import | YesMy Reports filter | PartialConnected; split not stated | NoNo connector | PartialConnected; split not stated |
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| Search Console: submit sitemaps, request indexing | YesRead and write | PartialRead | No | PartialRead | PartialRead | PartialRead | PartialRead | PartialCSV upload | PartialRead |
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| AI crawler log analytics | No | Yes | Yes | Yes | YesBot Analytics | No | No | Yes | Yes |
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| API, MCP, Looker Studio | NoNot yet | Yes | YesAPI and MCP Enterprise; Looker Advanced+ | Yes | Yes | PartialMCP without AI visibility data | YesAPI is a Starter add-on | YesStandard and up | Yes |
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| Agency plan with white-label reporting | YesSeats, client roster, white-label from brand one | PartialAgency Mode; white-label not published | PartialAgency plans; no white-label | YesPitch workspaces, custom domain | No | PartialMy Reports white-label | PartialPartner programme; branded PDFs | NoNo white-label | No |
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| Managed service from the vendor | Yes | No | No | NoTraining cohort | No | No | No | No | YesServices engagement |
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| Free scan and self-serve start | Yes | Partial7-day trial, then sales | PartialTrial; no free scan | YesFree 3-engine report, 14-day trial | YesFree one-off checker | YesFree checker, 7-day trial | YesFree tier | Partial7-day trial | PartialWeekly emailed report; prices on request |
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