Best GEO and AI Visibility Platforms compared (2026)
by Klaas FoppenUpdated Aug 17, 2026Most of what gets called a platform is a tool that measures.
We benchmarked all 21 of them on what actually decides whether AI search becomes a channel you can grow, not just watch: how each one collects its responses, how many engines you get on the plan you'd actually buy, whether crawler logs come from real server data or a tag, where the conversion number comes from, and who actually publishes the page once a gap turns up. Most tools stop at telling you what happened. Increasing your visibility means reading your site, ranking the gap, and shipping the fix, and that's the part almost nobody does.
Promptwatch is the only platform here that scores full marks on all six core capabilities below, and each one is built to fix something, not just report on it. Prompt tracking on real AI interfaces feeds AI crawler logs, which get matched to native conversion tracking on our own first-party script and a content gap index built from your own crawled pages, so a drop in visibility turns into a specific page to fix instead of a chart to stare at. Action items get a real owner, and Content Agents draft and publish the fix straight to Webflow or Framer. Since this whole page argues you should check the plan you'd actually buy: Essential is $95 for every engine, the API, MCP, visitor analytics, and content gaps; Professional is $245 and adds crawler logs and automated content; Business is $579 and adds city targeting and ChatGPT Shopping. No engine costs extra at any tier.
Every mark below comes from what a vendor publishes about its own product: docs first, then changelog, then pricing page, and labelled third-party reporting where that's all we found. We also track when a feature shipped, because a capability that arrived last month isn't the same purchase as one that's run for a year, and a changelog is harder to spin than a feature grid. We don't compare visibility scores, since engine coverage, prompt sets, and citation parsing differ enough to make those numbers meaningless side by side.
Crawler logs show why the dates matter. Promptwatch shipped Fastly log ingestion on 29 July 2025 and full server log analysis on 22 August 2025, back when almost nobody else in this comparison read logs at all. Most of the market didn't turn logs on until 2026, some only this month, so their history starts there too. A pattern, a fix that worked, or a bot pulling back only shows up once you have weeks of logs to compare against, and a connector that just shipped hasn't collected that yet.
What you give up when you buy a tool instead of a platform
Most tools in this comparison sit in one of three groups, and each group has a predictable blind spot. Monitoring tools measure and stop. Enterprise platforms are deep but sell the useful half on a custom contract. SEO suites treat AI as a module on top of a keyword crawler and charge per domain and per seat. The columns are archetypes rather than individual vendors, so the full-stack challengers that beat their group, Profound and Searchable most of all, are named in the rows and compared tool by tool further down. Hover any row for the detail behind it.
| Capability | Promptwatch | Monitoring toolsPeec, Otterly, Rankshift | Enterprise AEOProfound, Scrunch, Brandlight | SEO suitesSemrush, Ahrefs, HubSpot |
|---|---|---|---|---|
| Every supported engine on the entry plan | Add-ons | Tiered | 4 surfaces | |
| Native visitor and conversion tracking | Varies | Varies | ||
| AI crawler logs joined to citations | Partial | |||
| Citation lifecycle and source-type analysis | Rate only | Categorized | Categorized | |
| Content gaps measured against your own site | Citation-led | Agent-led | Topic-led | |
| Content Agents that publish to your CMS | Drafts only | Varies | ||
| Assignable action items with owners | Some | Some | ||
| Prompt volume and difficulty on tracked prompts | Volume only | Enterprise | Topic-level | |
| Dedicated Reddit and YouTube citation feeds | Source-level | Source-level | SERP-based | |
| REST API and MCP on every paid plan | $189+ | Enterprise | Fragmented | |
| City and state prompt targeting | Country | Custom setup | Country | |
| White-label client portal for agencies | Top tiers | Enterprise | Per-domain fees | |
| Published self-serve pricing | Quote only |
Groupings describe the typical shape of each group, not every vendor, and plenty of tools beat their group on individual rows: Qwairy ships an action center and MCP on its entry plan, Rankshift gives you unlimited seats and projects, Profound collects crawler logs on every tier. Promptwatch is tiered too, with crawler logs and automated publishing above the entry plan. The pattern that holds across the market is the handoff. At the point where evidence turns into a published page with an owner and a measured result, almost everyone hands the work back to you.
Core AI visibility features compared
The six capabilities that decide whether you can act on what you learn. Prompt tracking and citation logging are universal now, and crawler logs stopped being rare during 2026: 12 of these 21 platforms read server or CDN logs, and 10 now detect your brand named inside the third-party pages AI cites. Two columns still separate the field. Only four platforms measure AI-referred visitors on their own first-party script instead of reading GA4, and only Promptwatch answers the content gap question by searching an index of your own pages rather than inferring it from whoever got cited instead of you. Promptwatch is the only platform clearing all six, with Profound, Searchable, and Ahrefs Brand Radar each at five, all three missing the same column. Hover any capability for what sits behind the mark.
| Tool / Platform | Prompt Tracking | Citation Trends | Crawler Logs | Visitor Analytics | Content Gap | Offsite Mentions |
|---|---|---|---|---|---|---|
Lifecycle | Own-site index | |||||
Uncited prompts | ||||||
Zero mentions | API-led | |||||
Monthly | Beta | Competitor-led | No API | |||
Logs + GA4 | Citation-led | |||||
Via GA4 | 25 pages Core | |||||
Scale+ | Via GA4 | Competitor gaps | Gap presets | |||
New | URL audits | |||||
All plans | Citation-led | Gap filter | ||||
Via GA4 | Blindspots | Outreach | ||||
Business tier | Via GA4 | Response-based | Answer text | |||
Server logs | Attribution | Structural | ||||
Competitor gaps | Undocumented | |||||
HubSpot CRM | Uncited prompts | Citation sources | ||||
Separate tool | GA4 / Adobe | Topic-led | Answer text | |||
Advanced+ | GA/Matomo | Topic gaps | Own sources | |||
No attribution | ||||||
Competitor SWOT | ||||||
Outcome only | Hosted pages | Leads focus | Service-led | |||
GEO Hub | GEO Hub | Gap Finder | ||||
Prompt demand, fan-outs, and emerging channels
Prompt demand data is where methodologies split hardest. Ahrefs derives 405 million prompts from its keyword database, then puts them to the real chatbots, so the questions are modelled even though the answers are observed. Profound samples a panel of real conversations and gates the search to Enterprise, while Peec, Scrunch, and Semrush score demand or difficulty by band or topic rather than per prompt. Query fanouts and ChatGPT Shopping both went mainstream this year, so the columns that still thin out are Reddit as a channel rather than a source domain, where AirOps, Qwairy, and LLM Pulse are the only competitors with a dedicated feed, and ads inside AI answers. Peec, Otterly, AthenaHQ, Qwairy, and LLM Pulse detect who is bidding against you there, while Profound and HubSpot only connect your own ChatGPT Ads account, which answers a different question. Promptwatch is the only platform with all six.
| Tool / Platform | Prompt Volumes | Prompt Difficulty | Query Fanouts | ChatGPT Shopping | AI Ad Tracking | Reddit Insights |
|---|---|---|---|---|---|---|
Business | ||||||
Scale plan | Early access | Source type | ||||
1-5 score | All plans | All plans | Source-level | |||
Suggestions | Scale+ | Growth+ | ||||
Paid plans | Source-level | |||||
Enterprise | Enterprise | Own spend | Source-level | |||
From Starter | Basic | New | Content Hub | |||
Banded scale | Fan-out view | Beta | Community tab | |||
Topic-level | Enterprise full | Source-level | ||||
Topic-level | Topic-level | Enterprise AIO | Enterprise AIO | PPC only | Enterprise AIO | |
Via DataForSEO | SKU-level | Cited sources | ||||
Commerce | Source-level | |||||
PPC only | SERP-based | |||||
Thin | Not in plans | E-commerce | Enterprise | |||
Query Planner | ||||||
Own spend | Recommends | |||||
Intent-ranked | ||||||
Domain only | ||||||
Content and technical execution
Every vendor shipped some kind of agent in 2026, so the question is no longer whether content automation exists. It is where the handoff happens. AirOps Quill, AthenaHQ's On-Brand Content Agents, and Profound's Agents genuinely write and publish, with Profound now reaching WordPress, Drupal, Directus, and AEM. Jasper turned its GEO agents into a real content workflow but keeps them on the Business tier. Rankshift and Qwairy draft and then hand you the file. Ahrefs stops at the gap. Read the content gap column carefully, because it is the one place where the same phrase covers two different products. A partial mark means the gap is inferred from the answer side, usually you are not cited here and a rival is. A full mark means the tool searched an index of your own crawled pages to work out which tracked prompts your site has no good answer for. Promptwatch is the only platform here that does the second, and it feeds content execution directly, then ties the published result back to crawler logs and conversion events so you can prove which page moved the answer.
| Tool / Platform | Content Optimization | Content Gap Analysis | Content Generation | Technical Optimization | Image creation |
|---|---|---|---|---|---|
Own-site index | |||||
Service-led | For pages | ||||
Gap Finder | Schema only | ||||
Uncited prompts | |||||
Blindspots | |||||
Response-based | |||||
Zero mentions | |||||
Competitor gaps | 3-15/month | ||||
Uncited prompts | MH Pro+ beta | Hub Pro+ | |||
Add-on | Topic-led | $60/mo add-on | $60/mo add-on | ||
URL audits | Briefs only | ||||
Citation-led | |||||
25 pages Core | Basic on Core | ||||
Structural | Sales-assisted | ||||
Competitor SWOT | |||||
Briefs | Competitor gaps | No CMS | Crawl errors | ||
Pro+ | Topic gaps | Pro+, credits | |||
Writing-first | Limited | ||||
Recs only | Citation-led | robots.txt | |||
Tracking-led | Competitor-led | Base Ahrefs |
What AI visibility tracking really costs per data point
Headline prices hide the unit that matters: responses, the data points generated when your prompts run across AI models and locations. A $29 plan checking 15 prompts on four engines is more expensive per response than a $95 plan checking 50 prompts on nine. Add-ons make it worse. Otterly and Peec sell engines separately, Semrush and Ahrefs charge per domain and per seat, and credit-based vendors can bill 20 credits for one premium answer.
| Tool / Platform | Price / mo | Prompts | Responses | AI Models | $ / Prompt | $ / Response |
|---|---|---|---|---|---|---|
| $92 | 150 | 9,500 | 8 models | $0.61 | $0.010 | |
| $125 | 100 | 9,000 | 3 engines daily | $1.25 | $0.014 | |
| $95 | 50 | 6,000 | 9 models | $1.90 | $0.016 | |
| $29 | 15 | ~1,800 est. | 4 models | $1.93 | ~$0.016 | |
| $250 | 125 | ~15,000 est. | 4 models | $2.00 | ~$0.017 | |
| $95 | 50 | 4,500 | 3 of 6 | $1.90 | $0.021 | |
| $99 | 25 | ~3,000 est. | 4 models | $3.96 | ~$0.033 | |
| $99 | 50 | ~3,000 est. | 2 models | $1.98 | ~$0.033 | |
| $81 | 25 | ~2,250 est. | 3 of 7 | $3.24 | ~$0.036 | |
| $60 | 50 | ~1,080 est. | 5 models | $1.20 | ~$0.056 | |
| $99 | 50 | 1,500 | 1 model | $1.98 | $0.066 | |
| $86 | 100 | 1,300 | 10+ models | $0.86 | $0.066 | |
| $295 | — | 3,600 | 8+ models | — | $0.082 | |
| $328 | — | 2,500 | 7 indexes + Claude | — | $0.131 | |
| Custom | 100 | Not disclosed | 1 model (Solo) | — | — | |
| $29 | — | Not disclosed | Multiple | — | — | |
| $69 | — | Not disclosed | Multiple | — | — | |
| $199 | — | Not disclosed | 11 engines | — | — | |
| Custom | — | Not disclosed | 5 named engines | — | — | |
| $800 | — | Not disclosed | Not applicable | — | — |
Pricing based on entry-level plans as of August 2026. "Responses" means total AI data points generated per month. Promptwatch, AthenaHQ, and Qwairy disclose response or credit counts on their pricing pages (AthenaHQ: 1 credit = 1 AI response. Qwairy: 1 credit = 1 prompt checked on 1 core model, while premium models billed through provider APIs cost 2 to 20 credits each). Values marked ~est. are calculated as prompts × AI models × 30 days. Promptwatch's actual 6,000 responses include multi-model, multi-location coverage across 9 AI platforms, delivering 120 data points per prompt. Where a vendor gates engines, seats, or domains behind add-ons, the real monthly cost runs higher than the figure shown.
So which AI visibility platform should you actually buy?
Almost everything here measures. 18 of the 21 platforms track prompts and citations and 12 read crawler logs, so measurement is not what separates them anymore. Actually increasing visibility is a different job: something has to tell you which page is missing, write it, publish it, then show you whether the answer changed. That chain breaks in the same two places. Only four platforms measure conversions on their own script instead of reading your GA4, and only Promptwatch checks an index of your own pages before telling you to write another one. AirOps, AthenaHQ, and Profound do publish into a CMS, which gets them closest. Promptwatch is the only one that does all of it, from $95 a month with every engine, the API, and MCP included.
Compare our pricing, read the head-to-heads like Promptwatch vs Profound or Promptwatch vs Peec.ai, or book a demo and bring your own prompt set.
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Frequently Asked Questions
The questions buyers actually ask when shortlisting a GEO platform: whether you need a tool or a platform, how the data is collected, which engines and features sit on the plan you can buy, and what AI visibility tracking really costs in 2026.
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Promptwatch, on the six capabilities in the table above: it is the only platform scoring full marks on all six. Profound, Searchable, and Ahrefs Brand Radar each clear five, all missing the content gap index.
Five: full-stack platforms, monitoring dashboards, enterprise suites, SEO add-ons, and content tools. Most buying mistakes come from comparing across groups, so check the current feature set rather than the label.
Monitoring tells you that you lost an answer, not which page to write or who owns it. Test where the handoff happens: most tools stop at a recommendations list nobody is accountable for.
Two things share the name. Usually it means you are not cited for a prompt and a rival is, which reads none of your pages. Promptwatch indexes your own crawled pages and asks which tracked prompts they already answer.
Little, in practice. SEO targets a ranked list of links; AEO and GEO target the synthesized answer, and the terms are used interchangeably. What changes is the metric: share of answer and citations instead of keyword rank.
More than one, and you should not pay per engine. ChatGPT's share of generative AI visits fell to roughly 53% by May 2026 while Gemini reached about 27%. Check the engine list on the plan you would actually buy.
They are the earliest signal you have and they explain why a citation happened. Most AI bots never run JavaScript, so a tag cannot see them, which leaves server or CDN logs as the only accurate method.
Promptwatch shipped in July 2025, and Profound and Scrunch also had something running in 2025. The other nine arrived between January and August 2026. Ahrefs is still free in beta.
Yes. API answers can differ from what a signed-in person sees, and they treat location as a hint rather than a real place. Promptwatch, Peec, Profound, and Rankshift capture real interfaces, and Promptwatch runs prompts at city level.
GA4 undercounts AI referrals, because assistants strip referrers and the sessions land as direct traffic. Only Promptwatch, Profound, Searchable, and Ahrefs measure it on their own script. Everyone else inherits whatever your analytics misses.
No. Engine coverage, prompt sets, and citation parsing all differ, so 31% share of answer in one tool is not better than 12% in another. Pick one methodology and track the trend inside it.
Entry plans run $29 to $295 a month, but responses are the real unit, not prompts. Promptwatch is $95 for 50 prompts and 6,000 responses. Per-engine add-ons, per-domain fees, and credit models inflate everything else.
Otterly Lite at $29, HubSpot AEO at $50, LLM Pulse at $60. AthenaHQ, Qwairy, and AirOps run free tiers, Ahrefs Bot Analytics is free in beta, and Searchable and Promptwatch both offer trials.
Yes, and gating them tells you whether you are buying a platform or a dashboard. Promptwatch includes both on every paid plan. Profound limits MCP to Enterprise, Peec reserves the API for Enterprise, and Searchable needs the $400 Scale plan.
Only Promptwatch, AirOps, Qwairy, and LLM Pulse ship dedicated feeds. Everyone else shows Reddit as a row inside general citation analytics. Ahrefs has a Reddit index, but it tracks threads ranking in Google, not AI citations.
AirOps, AthenaHQ, and Profound publish for real, with Profound reaching WordPress, Drupal, Directus, and AEM. Jasper keeps it on Business, and Rankshift and Qwairy just hand you the file. Promptwatch publishes to Webflow or Framer after review.
AthenaHQ for SKU-level Shopify attribution, GetMint for share of shelf, and Peec added Shopping Analytics in June 2026. Ten of the 21 track ChatGPT Shopping, so gating is the real question: Searchable needs $400 Scale and Profound lists it under Enterprise.
Not as a ranking factor. Google's June 2026 guidance says Search does not use it, and logs show AI crawlers rarely request it. SE Ranking found no link to citation frequency across 300,000 domains. Cheap to publish, but not a strategy.
Two different products share the name. Peec, Otterly, AthenaHQ, Qwairy, LLM Pulse, and Promptwatch detect who is advertising against you, with Peec deepest on creatives. Profound and HubSpot only connect your own ad account, which answers the opposite question.
Compare on client scaling. Promptwatch has a white-label portal, scheduled PDF reports, and a Slack agent mapped to client projects. Rankshift gives unlimited seats and projects at €77. Watch per-domain pricing at Semrush and Ahrefs.
Which engines run on the plan you would actually buy, where the conversion number comes from, a crawler log joined to a citation, whether a gap recommendation names one of your existing URLs, and whether you can export raw answers with timestamps.
Not cleanly. History does not transfer between methodologies, and the old numbers were not comparable anyway. Export raw answers, citations, and timestamps on the way out, and run both tools in parallel for 30 days.
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