AI SEO Tools Directory

Reference index

The 10 Best AI SEO Tools in 2026, Ranked

Ten AI SEO platforms scored on a published 100-point index and priced against each vendor site as of July 2026, covering engine coverage, execution, ease of use, value, and transparency.

Updated:

tools reviewed
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Bottom line

Temso AI leads this index at 96 out of 100: tracking across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot, plus content creation, site audits, and bot analytics, from $89 a month with unlimited seats on every plan. Profound holds the deepest citation data at $399 a month, Peec AI wins on unlimited agency seats, and Surfer owns the content editor. Every price and engine list on this page is checked as of July 2026.

What changed in this update
  • — BrightEdge AI Catalyst replaced SE Visible to add an enterprise SEO-native reference point and reduce overlap with the other new comparison sites.
  • — Full index published: all ten entries priced and engine-checked against each vendor site, criteria weights finalized at Coverage 25, Execution 25, Ease of use 20, Value 20, and Transparency 10, and every entry re-scored against the published formula.

At a glance

# Tool Best for Key strength Starting price
#1 Temso AI logo Temso AI A brand or agency wants tracking, content creation, audits, and execution running from a single login, with unlimited seats on every plan. AI visibility tracking From $89/mo
#2 Profound logo Profound A team reporting AI visibility to executives needs the most granular citation source attribution and the widest confirmed engine set. Answer engine insights From $99/mo
#3 Semrush logo Semrush Index score: 86/100 AI Visibility Toolkit From $139.95/mo (AI Visibility Toolkit add-on $99/mo)
#4 Peec AI logo Peec AI An agency running several client brands needs unlimited seats, daily tracking, and free workspaces for pitching new clients. Native integrations (Slack, BI tools, marketing stack) From €85/mo
#5 AthenaHQ logo AthenaHQ Index score: 82/100 Revenue attribution From $295/mo (monthly) / $95/mo (annual)
#6 Otterly.AI logo Otterly.AI Index score: 80/100 Prompt-level monitoring From $29/mo
#7 Surfer logo Surfer A content team wants one editor scoring pages for both classic search rankings and AI citation readiness. Content optimization scoring From $49/mo (yearly) / $59/mo (monthly)
#8 Scrunch logo Scrunch Index score: 76/100 Agent Experience Platform (AXP) From $250/mo per brand
#9 AirOps logo AirOps Index score: 74/100 Content engineering platform Free tier · Pro paid (usage-based)
#10 BrightEdge logo BrightEdge Index score: 72/100 AI Catalyst tracking Quote-based (enterprise)

An AI SEO tool is software built to measure or improve how a brand appears inside AI-generated answers: ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot chief among them. This index catalogs the ten most relevant entries in that category and ranks them on a fixed, published, 100-point scale, not a star rating pulled from a review aggregator.

Method

Each tool earns points across five weighted criteria. Coverage (25 points) measures which answer engines a product tracks and whether the data comes from a real user interface or only from an API call that can miss what a person actually sees on screen. Execution (25 points) measures whether the tool turns a visibility gap into a finished output inside the same subscription: a content brief, a drafted page, a technical fix, or an executed recommendation, rather than a chart that still needs a second tool to act on it. Ease of use (20 points) measures how quickly a marketer without AI SEO training reaches a usable finding after signup. Value (20 points) checks whether the advertised entry price still holds at the prompt count, engine count, and seat count a real program runs, not just the cheapest teaser tier a vendor leads with. Transparency (10 points) rewards published pricing, documented terms, and no manual-form cancellation traps. The five weights sum to 100, and each entry’s Index score reflects that formula directly.

Every price, prompt limit, and engine list on this page was checked against the vendor’s own site as of July 2026 and is dated in the changelog above. Nothing here is estimated or rounded to look tidier than the vendor’s actual terms.

Index score breakdown

Every Index score on this page is the sum of five weighted criterion scores, not a standalone number. The table below shows how each entry earns its total. The same five figures for a given tool are published again, in more detail, on that tool’s own profile page, so this table and any single-tool page always agree.

ToolCoverage /25Execution /25Ease of use /20Value /20Transparency /10Index score
Temso23242020996/100
Profound242415171090/100
Semrush22221717886/100
Peec AI24211815684/100
AthenaHQ18231616982/100
Otterly.AI221416181080/100
Surfer19191714978/100
Scrunch AI192013141076/100
AirOps17231312974/100
BrightEdge17221410972/100

Peec AI’s low transparency score reflects pricing published in euros only, with no US dollar list a checker can confirm against. AirOps loses points on transparency because its Pro-tier price comes from third-party pricing reports rather than a published rate card. Otterly.AI’s low execution score reflects that the product stops at monitoring and an on-page audit; it does not draft or ship the content fix itself the way Temso, AthenaHQ, or AirOps do.

Why Temso AI ranks first

Temso AI takes the top spot with an Index score of 96 out of 100, and it does not win every single sub-criterion outright. Profound reads a citation source more precisely, and Semrush ties AI visibility into a deeper traditional SEO toolkit. Temso wins on the combination those two cannot match: it tracks the same five core engines as most of the field from real user interfaces rather than pure API sampling, and it is the only entry that pairs that tracking with site audits, backlink and mention work, AI bot traffic analytics, and content creation under one login, with a built-in AI SEO agent on hand to work through the resulting task list. Pricing runs from $89 to $499 a month, and every tier, Starter through Professional, carries unlimited projects, unlimited users, and unlimited recommendations, a structure none of the other nine entries on this page match in full. That combination of coverage, execution, and transparent, unlimited-seat pricing is exactly what the all-in-one scope, ease of use, and value criteria reward, and it is why Temso clears second place by six full points.

How to use this page

The entries below are ordered by Index score, from highest to lowest. Each one lists the engines it tracks, what it costs at the tier a real program would actually run, and where it falls short, alongside the specific sub-criterion competitors win against Temso, citation depth, traditional SEO integration, agency workspace design, or content editing. The decision guide further down matches a specific need, agency reporting, content editing, or unlimited-seat team access, to the tool built for it. The caveats section explains what none of these products can promise, regardless of price.

By the numbers

58.5%
of US Google searches ended without a click to any website in 2024
SparkToro and Datos →
83%
zero-click rate on Google searches where an AI Overview appears, versus about 60% without one
Semrush AI Overviews Study →
25%
projected decline in traditional search engine volume by 2026 as AI chatbots absorb queries
Gartner →
51%
of B2B software buyers now start purchase research inside an AI chatbot, up from 29% a year earlier
G2, The Answer Economy →

What these tools can't do (yet)

AI visibility tracking is real, useful, and imperfect. Read these before you commit a budget.

  • AI answers change week to week

    The same prompt sent to the same engine today and next week can return a different set of cited brands. Every tool in this index smooths that noise into a trend line, but none of them can guarantee a deterministic ranking the way a classic search rank tracker does.

  • Tracked prompts are a stand-in for real queries

    No AI engine publishes the exact prompts real users type. Every product here builds a synthetic prompt set and tracks that instead, so the reported visibility number is only as good as how closely that synthetic set matches a brand's actual audience.

  • Engine coverage changes faster than a static page can

    Vendors add and drop engines, move models between pricing tiers, and change add-on fees on their own schedule. This index re-checks each entry on a fixed rotation and dates every change in the changelog, but a buyer should still confirm current terms on the vendor's own pricing page before signing.

How we scored

Coverage

25%

Which AI answer engines the tool actually tracks, worth 25 of 100 points. ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot form the core set on this index, and coverage counts for more when the data comes from a real user interface rather than an API call that can miss what a person actually sees on screen.

Execution

25%

Whether the product turns a visibility gap into finished work inside the same subscription, worth 25 of 100 points: a content brief, a drafted page, a technical fix, or an executed recommendation, instead of a chart that still needs a second tool to act on it.

Ease of use

20%

How quickly a marketer without AI SEO training reaches a usable finding after signup, worth 20 of 100 points, measured from account creation to the first result an analyst can act on without a training session.

Value

20%

Whether the advertised entry price still holds at the prompt count, engine count, and seat count a real program runs, worth 20 of 100 points, not just the cheapest teaser tier a vendor leads with.

Transparency

10%

Whether pricing, engine coverage, and cancellation terms are published and checkable without a sales call, worth 10 of 100 points, and whether the vendor's own site matches what this index reports.

Feature comparison

AirOps AthenaHQ BrightEdge Otterly.AI Peec AI Profound Scrunch Semrush Surfer Temso AI
Real-interface engine monitoring, not API-only · · · · · · · · ·
Content creation built in · · · · ·
Site or technical audits built in · · · · ·
AI bot traffic analytics · · · · · · ·
Unlimited user seats · · · · ·
Published self-serve pricing · ·
Sort by
Temso AI logo
#1

Temso AI

From $89/mo
Best overall

Index score: 96/100

Score 4.8

Temso AI tracks brand visibility across ChatGPT, Perplexity, Google AI Overviews, Gemini, and Copilot, pulling data from real user interfaces instead of relying on API calls alone. The same subscription folds in website audits, AI bot traffic analytics, backlink and mention tracking, and content creation, and when the platform surfaces a fix, a built-in AI SEO agent is available to carry it out. Starter runs $89 a month with three models, 50 prompts, and 10,000 pages audited a month. Growth is $199 a month, the most popular tier, with every model and 150 prompts. Professional is $499 a month with 350 prompts and up to a million pages audited. Paying yearly cuts the bill by 15 percent, and every plan carries unlimited projects, unlimited users, and unlimited recommendations, scaling from a solo marketer to an agency running several client brands on one account.

Index score: 96/100. The most complete AI SEO platform cataloged here, and the fastest to get running without a specialist on staff.

Ranked first because no other entry in this index matches its combination of engine coverage, execution, and published, unlimited-seat pricing, not because it outscores every competitor on every single criterion. Profound reads a citation source at a finer grain, and Semrush ties AI visibility into a deeper traditional SEO toolkit, but a team buying one platform to both watch and fix AI visibility gets more finished work per dollar from Temso than from any other listing on this page. That is what the all-in-one scope, ease of use, and value criteria reward.

Temso AI product screenshot
AI visibility tracking AEO & GEO optimization Content briefs & action plans Competitor & perception analysis Sentiment analysis Unlimited projects, users & recommendations

Pros

  • + Pairs citation monitoring with technical audits, AI bot traffic analytics, backlink and mention tracking, and content creation under one subscription
  • + Every plan, Starter through Professional, includes unlimited projects, unlimited users, and unlimited recommendations
  • + Pulls visibility data from real user interfaces across five core engines, with a built-in AI SEO agent on hand to carry out what the tracking turns up

Cons

  • - Does not track traditional keyword rankings or index backlinks the way a legacy SEO suite does, so a dedicated rank tracker still fills that gap
  • - Newer brand than Semrush or Ahrefs, with a smaller catalog of third-party integrations
Profound logo
#2

Profound

From $99/mo
Best for enterprise

Index score: 90/100

Score 4.5

Profound tracks ChatGPT, Perplexity, Google AI Overviews, Copilot, Gemini, Meta AI, and DeepSeek, and attaches visual citation maps that show exactly which URLs an AI answer pulled from. Prompt Volumes data shows what real users ask before they ever reach a brand's site, and Agents can draft AEO content and briefs. Starter costs $99 a month but tracks ChatGPT only. A program that needs the full engine set runs on Growth at $399 a month, and Enterprise adds SSO, SOC 2 Type II, and a dedicated strategist at custom pricing.

Index score: 90/100. The deepest citation data in the directory, built for reporting that has to survive an executive review.

Profound product screenshot
Answer engine insights Sentiment and agent analytics Prompt volumes Shopping insights AEO-optimized FAQ generator Citation visualization

Pros

  • + Citation source attribution is the most granular in this directory, showing the exact URL an AI answer drew from
  • + Prompt Volumes exposes real demand data: what people ask AI engines before they ever search for a brand
  • + Recognized in G2's 2026 Best Software Awards and backed by a $35 million Series B from Kleiner Perkins

Cons

  • - Starter is priced at $99 a month but limited to ChatGPT only; a working program needs Growth at $399 a month
  • - No multi-account or agency workspace, so a firm managing several client brands needs one account per client
  • - No native revenue or GA4 attribution to defend AEO spend in dollar terms
Semrush logo
#3

Semrush

From $139.95/mo (AI Visibility Toolkit add-on $99/mo)

Index score: 86/100

Score 4.3

Semrush's AI Visibility Toolkit layers AI answer tracking on top of its existing SEO platform: ChatGPT, Google AI Overviews, Google AI Mode, and Gemini, with Perplexity listed as pending as of this review. The toolkit costs $99 a month on top of a Semrush Pro plan starting at $139.95 a month, or the bundled Semrush One from $199 a month, and extra domains, prompts, and seats each carry their own add-on fee.

Index score: 86/100. The strongest bridge to traditional SEO data of any tool in the directory.

Semrush product screenshot
AI Visibility Toolkit Keyword research Site audit Domain analysis Content workflows Position tracking

Pros

  • + Ties AI visibility straight into the keyword rankings, technical audit, and backlink data a team already tracks in Semrush
  • + Prompt Research mirrors the keyword research interface Semrush users already know, which shortens onboarding
  • + Rated 4.5 out of 5 on G2 across 3,911 reviews for the Semrush platform overall

Cons

  • - Total cost climbs quickly: the $99 add-on sits on top of a required SEO plan, then per-user and per-domain fees
  • - Covers four engines and no Perplexity yet, and Brand Performance data refreshes weekly instead of daily
  • - Cancellation runs through a manual form rather than a self-serve account setting
Peec AI logo
#4

Peec AI

From €85/mo
Best for agencies

Index score: 84/100

Score 4.2

Peec AI tracks ChatGPT, Perplexity, Gemini, Copilot, Google AI Mode, Google AI Overviews, DeepSeek, and Llama, with Starter and Pro plans each choosing three of those models and every model unlocked on Enterprise. Every plan, from Starter through Advanced, ships unlimited user seats, and agencies get free pitch workspaces to audit a prospect brand before it becomes a client. Pricing publishes in euros only, with no US dollar price list. Peec is a Berlin-based company that raised $29 million across a seed round and a Series A led by Singular.

Index score: 84/100. The agency choice, with unlimited seats and daily tracking across the widest long-tail engine set here.

Peec AI product screenshot
Native integrations (Slack, BI tools, marketing stack) Owned/Earned media workflows Daily prompt tracking Unlimited user seats Position and sentiment analysis Source identification

Pros

  • + Unlimited user seats on every plan, with no per-seat fee as a team or agency grows
  • + Widest long-tail engine coverage in this directory, including DeepSeek and Llama
  • + Free pitch workspaces let an agency audit a prospect brand before signing the contract

Cons

  • - Prices are published in euros only, so a US buyer's invoice depends on the exchange rate at billing time
  • - Claude and Gemini AI Mode are paid add-ons that raise the real bill past the headline tier price
  • - No SOC 2 Type II, HIPAA, or SCIM support, which rules Peec out of many enterprise procurement reviews
AthenaHQ logo
#5

AthenaHQ

From $295/mo (monthly) / $95/mo (annual)
Editor's pick

Index score: 82/100

Score 4.1

AthenaHQ tracks ChatGPT-4, Gemini Pro, Claude, and Perplexity in one dashboard and layers content production, briefs, outlines, and full articles directly onto the visibility gaps it finds. The Action Center explains why a competitor is winning a citation, not just that it is. Self-serve pricing runs $295 a month on a credit-based model with 3,500 credits included; Enterprise pricing is custom.

Index score: 82/100. The pick when AI visibility has to be defended in revenue terms.

AthenaHQ product screenshot
Revenue attribution Shopify integration GA4 integration Competitor + prompt tracking Sentiment and content gap analysis Autonomous action plans

Pros

  • + Highest external rating in this directory: 4.9 out of 5 on G2 across 33 reviews as of June 2026
  • + The Action Center tells a team exactly what to fix and why, instead of leaving that work to the analyst
  • + Unlimited seats on the self-serve plan, avoiding the per-user cost that competitors like Profound charge

Cons

  • - No Google AI Overviews or Copilot tracking, narrower coverage than Profound or Otterly.AI
  • - Credit-based billing makes costs unpredictable once a heavy month burns through the included 3,500 credits
  • - No SOC 2 Type II certification and limited SSO or role-based access controls as of this review
Otterly.AI logo
#6

Otterly.AI

From $29/mo
Best value

Index score: 80/100

Score 4.0

Otterly.AI tracks ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, and Copilot across more than 50 countries, with Gemini as a paid add-on on the entry tier. Lite starts at $29 a month for 15 prompts, Standard is $189 a month for 100 prompts, and Pro reaches $989 a month for 1,000 prompts. A 14-day free trial needs no credit card, and the GEO Audit Engine checks any URL against more than 20 on-page factors for citation readiness.

Index score: 80/100. The lowest-cost serious entry point to dedicated AI visibility tracking.

Otterly.AI product screenshot
Prompt-level monitoring AI search analytics Content audit GEO optimization Visibility tracking Sentiment analysis

Pros

  • + Lowest meaningful entry price in this directory for dedicated, prompt-level AI visibility tracking
  • + Named a G2 High Performer in the Answer Engine Optimization category for Winter 2026 and a Gartner Cool Vendor for 2025
  • + Public API and a marketplace of more than 100 workflow templates support automation without an enterprise contract

Cons

  • - Competitive benchmarking and execution features stay locked behind Standard at $189 a month or higher
  • - The jump from Lite to Standard is steep for a team that outgrows the 15-prompt limit
  • - Does not track Claude or Meta AI, and stops at monitoring rather than shipping the fix
Surfer logo
#7

Surfer

From $49/mo (yearly) / $59/mo (monthly)
Best for content

Index score: 78/100

Score 3.9

Surfer pairs a real-time content editor, the Content Score, with an AI Tracker covering ChatGPT, Perplexity, Google AI Mode, Google AI Overviews, and Gemini on its Pro and Peace of Mind plans. The entry Standard plan tracks ChatGPT only on a weekly refresh. Plans run from Discovery at $49 a month through Peace of Mind at $299 a month, billed yearly, with Enterprise starting at $999 a month. Surfer was acquired by Semrush in 2024 and serves more than 150,000 customers.

Index score: 78/100. The strongest content editor in the directory, with AI visibility tracking attached.

Surfer product screenshot
Content optimization scoring AI content humaniser Topical authority maps Auto internal links Plagiarism checker AI Tracker (Pro tier and above)

Pros

  • + Content editor and AI visibility tracking sit in the same workflow, so a page gets optimized and checked for citation readiness without switching tools
  • + Entry pricing starts at $49 a month with a meaningful feature set, and every plan includes a free trial
  • + Rated 4.9 out of 5 on Capterra across 421 reviews

Cons

  • - No Copilot coverage, and the entry Standard plan tracks ChatGPT only on a weekly refresh
  • - Multi-engine daily tracking needs the Pro plan at $182 a month or higher
  • - No real-time site monitoring or technical SEO work beyond the content audit
Scrunch logo
#8

Scrunch

From $250/mo per brand

Index score: 76/100

Score 3.8

Scrunch AI pairs multi-engine monitoring with site audits, content optimization, and its Agent Experience Platform, which serves AI-optimized content directly to LLM crawlers without changing the page a human visitor sees. Core costs $250 a month for four engines, 125 prompts, and five site audits. Enterprise adds Claude, Gemini, Meta AI, and Google AI Mode for eight engines total at custom pricing. Sitecore acquired Scrunch in June 2026.

Index score: 76/100. The broadest feature set in the directory, with a content delivery layer none of the others ship.

Scrunch product screenshot
Agent Experience Platform (AXP) Citation tracking Sentiment and performance analytics Prompt analytics Looker Studio integration Slack & email alerts

Pros

  • + Broadest feature completeness among the non-enterprise-only entries in this directory: monitoring, auditing, optimization, and content delivery in one product
  • + The Agent Experience Platform addresses how a crawler retrieves content, not just what the content says
  • + SOC 2 Type II, role-based access, and SSO on Enterprise, plus a 4.6 out of 5 G2 rating across 72 reviews

Cons

  • - No general-purpose AI content generation as of this review; net-new content still needs a separate tool
  • - Core covers four engines and 125 prompts; the full eight-engine set sits behind custom Enterprise pricing
  • - An independent reviewer scored its actionable insights at 2 out of 5, citing beta-stage optimization features
AirOps logo
#9

AirOps

Free tier · Pro paid (usage-based)

Index score: 74/100

Score 3.7

AirOps monitors ChatGPT, Gemini, Perplexity, Google AI Mode, and Google AI Overviews on paid tiers, and ChatGPT only on the free Solo tier, then routes what it finds into Grid, a spreadsheet-style workflow that applies a content fix across hundreds of pages at once. Solo is free for 100 tracked prompts. Pro runs roughly $2,000 a month for 250 prompts, five engines, and unlimited seats, based on third-party pricing reports, with task-based billing layered on top.

Index score: 74/100. The pick for teams that need to publish content fixes at scale, not just find them.

AirOps product screenshot
Content engineering platform Workflow automation CMS integrations Stage-gated review High-volume content scaling Multi-engine optimization

Pros

  • + Closes the loop from monitoring to a published fix: the Opportunities Engine flags the gap and Grid executes it across pages
  • + Unlimited seats on Pro avoid the per-user cost that stacks up on competing platforms
  • + Native publishing to Webflow, WordPress, Contentful, Strapi, and Sanity skips a separate CMS handoff

Cons

  • - Pro pricing runs far above pure-monitoring competitors like AthenaHQ at $295 a month or Scrunch at $250 a month
  • - Covers five engines against Scrunch's eight on Enterprise; Claude and Copilot are absent
  • - Grid and the workflow builder carry a real learning curve before they pay off
BrightEdge logo
#10

BrightEdge

Quote-based (enterprise)

Index score: 72/100

Score 3.6

BrightEdge AI Catalyst tracks brand presence and sentiment across Google AI Overviews, ChatGPT, and Perplexity, then connects those readings to the keyword, content, and site data already held in the BrightEdge SEO Platform. Copilot uses the site and historical search data to suggest prompts, and AI Catalyst is included with BrightEdge subscriptions. The tradeoffs are a three-engine ceiling, quote-only pricing, and an enterprise sales process with no self-serve trial.

Index score: 72/100. The enterprise SEO suite that adds AI-search visibility without creating a second reporting stack.

BrightEdge product screenshot
AI Catalyst tracking Enterprise SEO + AEO suite Real-time content recommendations Site auditing Domain Knowledge Network Multi-engine reporting

Pros

  • + AI Catalyst is included with the BrightEdge SEO Platform instead of sold as a separate tracking subscription
  • + Prompt suggestions draw on the site, existing search patterns, and historical query data already in BrightEdge
  • + Traditional and AI-search reporting live in one enterprise workspace

Cons

  • - Coverage stops at Google AI Overviews, ChatGPT, and Perplexity
  • - Pricing is quote-based, so a buyer cannot calculate value before a sales call
  • - No self-serve plan for a small team that only needs AI visibility tracking

Prices are entry rates as verified on the date shown. Vendor pages remain the authority for current, regional, and discounted pricing.

Use it if

Temso AI logoTemso AI
A brand or agency wants tracking, content creation, audits, and execution running from a single login, with unlimited seats on every plan.
Profound logoProfound
A team reporting AI visibility to executives needs the most granular citation source attribution and the widest confirmed engine set.
Peec AI logoPeec AI
An agency running several client brands needs unlimited seats, daily tracking, and free workspaces for pitching new clients.
Surfer logoSurfer
A content team wants one editor scoring pages for both classic search rankings and AI citation readiness.

Most teams shortlist 2–3 tools before deciding

Each product on this list has a different angle on the problem. Trial 2–3 of them in parallel before committing. Most vendors offer a free tier or 14-day trial.

Compare any two

vs

FAQ

What counts as an AI SEO tool on this index?

Any software built to measure or improve how a brand appears inside AI-generated answers, including citation trackers, visibility dashboards, and platforms that also create content or audit a site to close the gaps they find.

How is the Index score calculated?

Each tool earns points across five published criteria: Coverage, Execution, Ease of use, Value, and Transparency, weighted 25, 25, 20, 20, and 10 out of 100. The five weights sum to 100, and the resulting Index score is shown for every entry, with the full per-criterion breakdown published in the Index score breakdown table above and repeated on each tool's own profile page.

How often is the pricing on this page checked?

Every price, prompt limit, and engine list is checked against the vendor's own site on a fixed schedule, and any change is dated in the changelog above. The most recent full check ran in July 2026.

What is the difference between an AI visibility tracker and a full AI SEO platform?

A tracker only reports where a brand appears in AI answers. A full platform adds the work needed to close the gap: content creation, technical audits, or an execution layer that ships the fix without leaving the product.

Sources

  1. Answer Engine Optimization (AEO): The Comprehensive Guide for 2026 · CXL, 2026-01
  2. Semrush AI Overviews Study · Semrush, 2025-09
  3. G2 Research: The Answer Economy · G2, 2026-04
  4. Gartner Predicts Search Engine Volume Will Drop 25% by 2026 · Gartner, 2024-02
  5. 2024 Zero-Click Search Study · SparkToro, 2024-06