Your boss just asked whether your SaaS shows up when buyers ask ChatGPT. Answering that question requires a tool built for AI-citation tracking, not a repainted SEO rank tracker. Below: a stage-scoped shortlist, a four-column selection axis, and an honesty filter separating real AI-answer trackers from repackaged ones. The comparison table is in the next section.
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The Short Answer: What to Shortlist, by Stage
Two terms you need before the table. GEO (generative engine optimization) means optimizing to appear in AI-generated answers, not just ranked lists. AEO (answer engine optimization) is the broader discipline of making your content the source AI systems cite. Vendors use both interchangeably; treat them as equivalent.
As reported by MarTech (Jun 2026), citing G2's 2025 survey of 1,000-plus B2B software buyers, 87% of software buyers say AI tools like ChatGPT, Perplexity, and Gemini are changing how they research software. The channel is real; the measurement gap is real.
Entry pick, lean team at $50K-1M ARR: Otterly AI. At $25/month as listed by Otterly (Jun 2026), it covers ChatGPT, Perplexity, Google AI Overviews, and Copilot on the Lite plan and tracks actual AI-answer citations, not SERP positions. One marketer with no engineering help can set it up in an afternoon.
Mid-market pick, analytics-focused at $1M-5M ARR: Peec AI. Starter is approximately $95/month (GrackerAI, Apr 2026) or EUR 89/month (position.digital, Jun 2025); vendor page is JS-rendered with no public price, so re-verify. You choose three engines from six, get daily tracking, and get citation analysis down to the URL level.
Enterprise pick, global footprint or SOC2 requirement: Profound. Pricing is demo-gated. GrackerAI (Apr 2026) reports a Starter near $99/month; Frase (Feb 2026) frames it as enterprise custom starting in the thousands. Sources conflict; the vendor page is JS-rendered. Treat Profound as the name your enterprise buyers will already have heard.
One rule before the table: several tools on every “best AI visibility” list are SEO platforms that added an AI Overviews column and relaunched as GEO trackers. Section 4 separates them explicitly.
The Comparison Table (Tracks-What, Engines, Price Floor, Best-For)
AI-visibility pricing shifts monthly; re-verify on the vendor page before you buy.
| Tool | Tracks | AI engines covered | Price floor (sourced) | Best for |
|---|---|---|---|---|
| Otterly AI | Mentions, citations, share of voice, GEO URL audits, sentiment | ChatGPT, Perplexity, Google AI Overviews, Copilot; AI Mode + Gemini + Claude as paid add-ons | $25/mo Lite, as listed by Otterly (Jun 2026). Note: vendor schema on same page shows $29. | Lean entry pick; solo marketer; team under $100K ARR |
| Peec AI | Mentions, citations, share of voice, sentiment, URL-level citation analysis, daily tracking | Choose 3 of 6: ChatGPT, Google AI Mode, Google AI Overviews, Copilot, Perplexity, Gemini; Enterprise adds Claude, DeepSeek, Qwen, GPT-5 Search | ~$95/mo Starter, as reported by GrackerAI (Apr 2026); ~EUR 89/mo per position.digital (Jun 2025). Not verified on vendor page. Re-verify. | European/mid-market teams; agencies; analytics-heavy marketers |
| Profound | Mentions, citations, share of voice, prompt volumes, AI agent analytics, Answer Engine Insights | ChatGPT on Starter; multi-engine on Growth; up to 10 on Enterprise, per GrackerAI (Apr 2026) | ~$99/mo Starter per GrackerAI (Apr 2026); Frase (Feb 2026) reports enterprise-only custom. Vendor page demo-gated. Re-verify. | Enterprise brands; SOC2 compliance needs |
| Scrunch AI | Mentions, citations, share of voice, AI agent/bot traffic, Agent Experience Platform | ChatGPT, Perplexity, Google AI Overviews, Copilot (Core); 9 LLMs on Enterprise including Claude, Gemini, Meta AI, AI Mode, Grok | $250/mo Core, as listed by Scrunch (Jun 2026). Enterprise: custom. Note: Scrunch is now a Sitecore company; sales motion may shift toward enterprise. | Mid-market and enterprise web-presence teams; flag Sitecore acquisition when budgeting |
| Hall | Mentions, citations, share of voice, AI referral traffic, AI agent analytics | ChatGPT, Perplexity, Google AI Overviews (free Lite); AI Mode, Copilot, Gemini, DeepSeek, Claude on paid tiers, per position.digital (Jun 2025) | Free Lite: 1 project, 25 tracked questions, 300 answers/mo, no time limit, as listed on usehall.com/pricing (Jun 2026). Paid: “Contact sales” only on vendor page. As reported by position.digital (Jun 2025): Starter from $199/mo, Business from $499/mo. Re-verify. | Teams wanting a free baseline before committing budget |
| Writesonic | Mentions in AI answers, AI ad monitoring, sentiment (Growth+), bundled AI content creation | ChatGPT, Gemini, Google AI Overviews on entry; “All 10 AI platforms” on Enterprise only | $79/mo Starter, annual billing only, as listed by Writesonic (Jun 2026). ~$99/mo monthly per GrackerAI (Apr 2026). | Content teams wanting tracking plus content generation in one platform |
| Semrush AI Visibility | Brand appearance in ChatGPT, Gemini, Perplexity; prompt ranks in AI Overviews; full SEO suite integrated | ChatGPT, Perplexity, Gemini, Google AI Mode, Copilot (core); Enterprise adds Claude, DeepSeek, Grok per position.digital (Jun 2025) | AI Visibility included from Pro+ at $299/mo, as reported by position.digital (Jun 2025). Base SEO plans start lower without it. Not verified on vendor page. Re-verify. | Teams already using Semrush for SEO who want AI tracking in the same dashboard |
| SE Ranking | Prompt ranks in AI Overviews (SERP-based) + brand appearance in ChatGPT, Gemini, Perplexity (actual LLM sampling); full SEO suite | Google AI Overviews (SERP-scraping), Google AI Mode, ChatGPT, Gemini, Perplexity; vendor self-reported | $103.20/mo Core annual ($129/mo monthly), as listed by SE Ranking (Jun 2026). GEO tracking in base plans (100 prompts/day, 5 LLMs on Core). | Teams wanting SEO plus hybrid AI tracking; note SERP vs LLM distinction below |
| Conductor | AI-answer tracking plus enterprise SEO suite; methodology not publicly verifiable | ChatGPT, Claude, Gemini, Perplexity, AI Overviews+ per Frase (Feb 2026). Not verifiable on vendor page. | Demo-gated / not public, confirmed conductor.com/pricing/ (Jun 2026). Enterprise sales only. | Large enterprises already using Conductor for SEO |
Read this table engines-first: a tracker blind to the engine your buyers actually use gives you data that does not reflect your real exposure. Then check price floor, then “Best for” to confirm stage fit.
How We Picked: The Selection Axis (and Why Feature Counts Lie)
Feature counts reward the vendor with the longest changelog, not the tracker that gives your team the clearest signal. We ranked on a four-part axis applied identically to every tool above.
What it tracks. Four distinct things can appear in an AI answer: a mention (the AI names your brand without a source link), a citation (the AI uses your content as a source, with a footnote in ChatGPT or a clickable link in Google AI Mode), a share of voice in AI answers (how often your brand appears across sampled prompts for your category, as a percentage of prompts where you are named, cited, or recommended), and a prompt-level rank (your position in an ordered list). Not every tool tracks all four. Otterly and Peec track all four on their core plans; Writesonic leans toward mention-tracking with bundled content creation.
Which AI engines it covers. The six engines that matter for B2B SaaS buyers in 2026: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, and Copilot. A tool covering only Google AI Overviews misses roughly half the AI-answer impressions your buyers generate.
Price floor.Stated as “as listed by vendor” or “as reported by [named review].” Demo-gated means “demo-gated / not public,” not a guessed number.
Who it fits. Stage and team size. A $250/month enterprise tracker is the wrong call for a solo growth marketer at $200K ARR.
Which Tools Are Real AI-Citation Trackers vs Rebadged Rank Trackers?
The “best AI visibility tool” lists published across SEO blogs follow a predictable pattern: platforms that added an AI Overviews column to their existing rank tracker and relaunched as a GEO platform. Buying one by mistake means you paid for keyword tracking twice under a new name.
Imagine if I said, “I'm going to charge you $50,000 for keyword tracking.” Well, of course that's absurd. But for answer engines, it's mysterious and people don't really know how it's working, and the slope of the growth curve is so significant, that I'm seeing people spend huge amounts of money on what essentially are keyword tracking.
Three questions separate real trackers from repackaged ones:
- Does it sample actual LLM outputs (real prompts sent to ChatGPT, Perplexity, Gemini), or does it only scrape Google AI Overviews from the SERP?
- Does it report citations and mentions, or keyword rank with an AI label attached?
- Does it cover the engines your buyers actually use, not just the one easiest to scrape?
Purpose-built AI-answer trackers: Profound, Peec AI, Otterly AI, Scrunch AI, Hall, Writesonic. All sample actual LLM outputs and report citations and mentions.
SEO incumbents with genuine AI tracking integrated: Semrush AI Visibility Toolkit accesses actual LLM outputs via official APIs per position.digital; SE Ranking is a hybrid (Google AI Overviews tracking is SERP-scraping-based; ChatGPT, Perplexity, and Gemini trackers sample actual LLM outputs); Conductor's methodology requires an enterprise demo to verify.
If you already pay for Semrush or SE Ranking, adding AI tracking in the same workflow is cost-efficient. The risk is only when a vendor frames a SERP-scraping feature as full GEO coverage and you find the gap six months later.
The Honest Cost Picture: What AI Visibility Tracking Actually Runs
Useful AI-visibility tracking starts at $25/month (Otterly Lite, vendor-verified Jun 2026) or at zero with Hall's free Lite plan (confirmed usehall.com/pricing, Jun 2026). The mid-market band runs from $79/month (Writesonic Starter, annual, vendor-verified) to $250/month (Scrunch Core, vendor-verified), with SE Ranking at $103.20/month annual (vendor-verified) and Peec at approximately $95/month (third-party only). Enterprise and demo-gated land above that band.
Three factors drive price differences: number of AI engines tracked, volume of prompts sampled per day, and whether a content optimization or competitor share-of-voice layer is bundled. Writesonic at $79 includes 15 content articles per month; you pay for that module whether you use it.
Here is where the ROI conversation gets uncomfortable before your cohort matures: you cannot wait for attributed pipeline from AI-answer traffic. Clicks from ChatGPT and Perplexity often carry no referrer data, so last-touch attribution misses them. The leading indicator to show your VP is share-of-voice trend over 30 days: are you appearing in more prompts, and are those appearances citations or just brand name-drops? That signal is available from every purpose-built tracker within the first month. Pairing it with the SaaS metrics that matter in the AI era frames it as a pipeline-leading signal, not a vanity number.
Prices in this category move fast. Every source here was accessed in May-June 2026, and several vendor pages had already changed figures between the Frase review (Feb 2026) and our access date. Check the vendor page directly before you buy.
Do You Even Need a Paid Tool Yet? The Free-Floor Check
For a team under approximately $100K ARR, a paid AI-visibility tracker is probably not the right next spend. Hall's free Lite plan and a tracking spreadsheet get you to a credible baseline first.
Hall's free Lite plan covers ChatGPT, Perplexity, and Google AI Overviews at no cost, no time limit, tracking up to 25 questions with 300 answers per month (confirmed on usehall.com/pricing, Jun 2026). That is enough prompt coverage to answer “does our brand appear at all?”
The manual path works, too. Build a fixed set of 10-15 questions your buyers actually ask, run them in ChatGPT, Perplexity, and Google AI Mode monthly, and log the result in a shared spreadsheet: cited (link to your domain), mentioned (brand name, no link), or absent. After two to three months you have a trend line with no budget and no engineering dependency.
Move to a paid tracker when one of three things is true: you need trend lines with statistical confidence across more than 25 prompts; you need competitor share-of-voice data; or you are reporting AI-answer visibility to a board or VP Marketing monthly and a spreadsheet will not hold up in the room.
A paid tracker buys sampling scale, trend history, and competitor context. It does not improve your visibility on its own. The tracker is the diagnosis; the optimization is a separate body of work.
How to Actually Move the Number Once You Can See It
Tracking is the diagnosis, not the fix. The fastest visibility gains come from being citable, not from the tracker itself.
Martech.org (Jun 2026) identified two structural forces: consensus (many credible sources describe your product the same way) and consistency (those descriptions match everywhere they appear). Slack ranks ninth in the Digital Technology/Software category for AI visibility, per martech.org (Jun 2026), by appearing consistently for category-wide queries like “team chat for remote work,” not branded queries.
The Zapier finding from the Semrush AI Visibility Index, as cited by martech.org (Jun 2026), shows why both metrics matter: Zapier was the most-cited domain in the entire software category in Google AI Mode, appearing in around 21% of analyzed prompts, yet ranked only #44 for brand mentions. Citations (source links) and mentions (no link) are different metrics. Purpose-built trackers like Profound, Peec, and Scrunch surface which prompts and competitor citations you are losing.
Three concrete levers, per martech.org (Jun 2026):
Structured, extractable content.HTML headings, schema markup, comparison tables, and Q&A blocks are what AI systems extract most reliably. Google Search Central confirms AI Overviews and AI Mode use a “query fan-out” technique, issuing multiple sub-queries per response, so one page can surface across multiple parent queries.
Presence on the sources LLMs cite. G2 is the 4th most-cited source for ChatGPT and 6th for Google AI Mode across tech and SaaS, per the Semrush AI Visibility Index as cited by martech.org (Jun 2026). Your G2, Capterra, TrustRadius, and Reddit presence directly raises your citation rate.
Entity consistency. Match every core claim across your pricing page, help center, and review profiles. Inconsistent descriptions reduce LLM confidence in surfacing you.
The playbook for getting cited by ChatGPT and other AI search engines goes deeper on each lever. The full guide to AI search visibility for SaaS covers the broader decision framework.
Frequently Asked Questions
What is the best AI search visibility tool for a small SaaS team? Hall's free Lite plan is the right starting point for a team under $100K ARR: ChatGPT, Perplexity, and Google AI Overviews at no cost, no time limit (confirmed usehall.com/pricing, Jun 2026). The next step up is Otterly AI at $25/month (as listed by Otterly, Jun 2026), which adds citation tracking and share-of-voice metrics across four engines.
Which AI engines should an AI visibility tool cover? At minimum: ChatGPT, Perplexity, and Google AI Overviews cover the majority of AI-assisted B2B software research queries in 2026. Add Copilot for Microsoft-heavy buyer segments and Google AI Mode for discovery queries.
How much do AI visibility tools cost? The 2026 range runs from free (Hall Lite, vendor-confirmed Jun 2026) to enterprise-custom (Conductor, Profound). The practical mid-tier sits between $25/month (Otterly Lite, vendor-verified) and $250/month (Scrunch Core, vendor-verified).
Can I track AI search visibility for free?Yes. Hall's free Lite plan gives you 25 tracked questions and 300 answers per month across ChatGPT, Perplexity, and Google AI Overviews, no time limit, no engineering setup (confirmed usehall.com/pricing, Jun 2026).
Is Semrush good enough for AI visibility, or do I need a dedicated tool? Semrush accesses actual LLM outputs via official APIs, per position.digital (Jun 2025), so it qualifies as a real AI-answer tracker. If you already pay for Semrush, adding AI tracking in the same workflow makes sense; if AI visibility is your primary goal and you are not already a subscriber, a dedicated tracker at a lower price floor gives you more focused coverage at lower cost.
Ready to put the right tracker to work? Subscribe to the SaasFlywheel newsletter for monthly updates on AI-search tool changes, engine coverage shifts, and what the benchmark data shows for SaaS teams at your ARR stage.