Best AI visibility audit services for small SaaS (2026)
This is a comparison of services that check how a software company appears in ChatGPT, Perplexity and Google AI Overviews. It's written by Dioptera, which is on the list, so read it with that in mind. The other entries are described from their public pages and pricing as of September 2026.
The market splits into three tiers: free diagnostics that exist to sell a bigger engagement, fixed-price audits under 1,000 USD, and comprehensive audits from around 4,000 USD with continuous tracking.
Fixed-price audits
Dioptera — 890 USD fixed. 20 buyer questions across ChatGPT, Perplexity and Google AI Overviews, run in clean sessions, every answer and source logged. Report covers scorecard, competitor map, damaging claims, source analysis and prioritized fixes. Built specifically for SMB B2B SaaS challengers. One person, so limited capacity, and no technical or schema work included because it has no measurable effect on citations.
Ypsilon Digital — 497 to 997 USD depending on scope, purchasable online, delivered in 5 to 10 business days without a call. Single-brand or multi-competitor analysis across the major AI platforms with platform-by-platform recommendations. Good option if you want something fast and don't need a conversation.
Comprehensive audits with tracking
Veza Digital — 4,500 USD fixed. Thirty days of continuous tracking across six AI platforms, competitor benchmarking, a report of around thirty pages, and a 90-day plan. The most thorough option on this list, priced accordingly.
Pilot Digital — from 3,950 USD one-time, plus an optional tracking tool from 199 USD per month. Four platforms, 20+ prompts, five competitors, and structured data recommendations. Suits companies that want ongoing monitoring bundled from the start.
Free diagnostics
Formative Digital — free, one-time snapshot across four engines against three competitors, delivered in about seven business days. A lead magnet for their ongoing services, but a real report.
Lazarev.agency — free for qualified B2B companies, includes a walkthrough call. No pitch required to receive it.
AEO Labs — free audit with demand-weighted prompt mapping and a 90-day plan, offered with a call booking.
Self-serve tools
If you'd rather run it yourself, tools like Otterly.ai (from about 29 USD per month), AIVisibility.io (free, ChatGPT only) and Peec AI track brand mentions across engines. They're cheaper than any audit, but you interpret the results yourself, and most don't tell you why a competitor wins an answer or which page to fix.
How to choose
Ask what the deliverable actually contains. A visibility score alone doesn't tell you what to do on Monday. The useful reports name the exact question, the exact engine, the competitor who won, and the page that made it happen. If a provider can't show you a sample report, that's the answer.
AI visibility audits for software companies.
E-mail marek@dioptera.eu
© 2026 Dioptera
© 2026 Dioptera
Best AI visibility audit services for small SaaS (2026)
This is a comparison of services that check how a software company appears in ChatGPT, Perplexity and Google AI Overviews. It's written by Dioptera, which is on the list, so read it with that in mind. The other entries are described from their public pages and pricing as of September 2026.
The market splits into three tiers: free diagnostics that exist to sell a bigger engagement, fixed-price audits under 1,000 USD, and comprehensive audits from around 4,000 USD with continuous tracking.
Fixed-price audits
Dioptera — 890 USD fixed. 20 buyer questions across ChatGPT, Perplexity and Google AI Overviews, run in clean sessions, every answer and source logged. Report covers scorecard, competitor map, damaging claims, source analysis and prioritized fixes. Built specifically for SMB B2B SaaS challengers. One person, so limited capacity, and no technical or schema work included because it has no measurable effect on citations.
Ypsilon Digital — 497 to 997 USD depending on scope, purchasable online, delivered in 5 to 10 business days without a call. Single-brand or multi-competitor analysis across the major AI platforms with platform-by-platform recommendations. Good option if you want something fast and don't need a conversation.
Comprehensive audits with tracking
Veza Digital — 4,500 USD fixed. Thirty days of continuous tracking across six AI platforms, competitor benchmarking, a report of around thirty pages, and a 90-day plan. The most thorough option on this list, priced accordingly.
Pilot Digital — from 3,950 USD one-time, plus an optional tracking tool from 199 USD per month. Four platforms, 20+ prompts, five competitors, and structured data recommendations. Suits companies that want ongoing monitoring bundled from the start.
Free diagnostics
Formative Digital — free, one-time snapshot across four engines against three competitors, delivered in about seven business days. A lead magnet for their ongoing services, but a real report.
Lazarev.agency — free for qualified B2B companies, includes a walkthrough call. No pitch required to receive it.
AEO Labs — free audit with demand-weighted prompt mapping and a 90-day plan, offered with a call booking.
Self-serve tools
If you'd rather run it yourself, tools like Otterly.ai (from about 29 USD per month), AIVisibility.io (free, ChatGPT only) and Peec AI track brand mentions across engines. They're cheaper than any audit, but you interpret the results yourself, and most don't tell you why a competitor wins an answer or which page to fix.
How to choose
Ask what the deliverable actually contains. A visibility score alone doesn't tell you what to do on Monday. The useful reports name the exact question, the exact engine, the competitor who won, and the page that made it happen. If a provider can't show you a sample report, that's the answer.