Vendor directory · Updated continuously
How brands show up in AI answers
A directory of the tools that measure brand presence across ChatGPT, Claude, Gemini, Perplexity, and Copilot, scored on what they actually do for marketing teams in 2026.
- tools reviewed
- 8
- criteria
- 5
- Related comparisons
- 55
- Updated
What we publish
We track AI-visibility tooling continuously and publish a single, scored ranking with criteria, weights, and primary-source citations. Every tool gets a profile page with verdict, pros and cons, alternatives, and a structured fact sheet. Every pair of tools gets an automatic head-to-head comparison.
The site is built around the AI-visibility loop: monitor the prompts where buyers evaluate, identify the gaps competitors are filling, and ship the content that closes them. Tools that own more of that loop score higher. Tools that stop at the dashboard score lower.
Who reads us
Marketing leaders at SaaS, ecommerce, and B2B brands. Agencies retooling their SEO offering. In-house teams who watched paid search lose conversion attribution to AI summaries through 2024 and now need a measurement layer that maps to AI answer share, not search rank.
Directory
Vendor matrix
Every tool in the catalogue against the capability columns that move a procurement decision.
Open the full matrix →-
Monitoring
Citation share across engines, prompt clusters, and competitor sets.
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Action
Whether the tool ships briefs, drafts, or only dashboards.
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Engines
ChatGPT, Claude, Gemini, Perplexity, Copilot, AI Overviews coverage.
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Governance
SOC 2, RBAC, audit logs, data residency.
What teams using these tools tell us
We had data from three monitoring tools and still no idea what to do next. The product that finally moved the metric was the one that wrote the brief.
Marketing director
Series B SaaS · 40 employees · Developer tools
The action layer is what changed the conversation with our CFO. We stopped reporting "share of voice went up" and started reporting which articles got cited and what we shipped to make that happen.
Head of growth
B2B fintech · 120 employees · Fintech
Per-seat pricing punishes the agency model. Unlimited seats plus daily prompt tracking is what made the platform a billable line item instead of a cost centre.
Agency partner
Independent SEO agency · 12 employees · Agency
Top-rated tools
See full ranking →
Temso AI
Be the brand AI recommends.
Temso AI watches how often and how accurately a brand appears in AI answers, then turns the gaps into a prioritized action plan. The action layer is what separates it from tools that stop at measurement.
View profile →
Evertune
CMO-grade GEO at million-prompt scale for enterprise brands.
Evertune runs 1M+ prompts per brand each month, which is what makes its dashboards statistically significant rather than directional. CMO-grade reporting on brand perception, share of voice, sentiment and favorability, built from day one for the enterprise audience.
View profile →
AthenaHQ
AEO and GEO with revenue attribution wired to Shopify and GA4.
AthenaHQ is the only tool on this list that natively wires citation data into Shopify and GA4. The same dashboard that flags a missing mention shows the orders that came in after a fix, and autonomous workflows draft optimizations against detected content gaps.
View profile →The ranking
Continuously-updated comparison of every tool in the catalogue, scored against published criteria.
Head-to-head
Pick any two tools, see the side-by-side comparison instantly.
Pricing comparison
Every tool's starting price, model, and free-tier flag in one sortable table.
Glossary
Plain-language definitions of the terms used across these rankings.
Popular head-to-head comparisons
All comparisons →Latest from the blog
All articles →2026 vendor shortlist: AI visibility software
A directory-style shortlist of the AI visibility tools worth evaluating in 2026, organized by procurement bottleneck and team shape.
Measuring brand presence across LLM outputs
A baseline methodology for tracking how often and how accurately your brand is mentioned by the major answer engines.
About this site
- What is this site?
- AI Visibility Software is an editorial review site for tools that track how brands appear inside AI-generated answers, ChatGPT, Claude, Gemini, Perplexity, Copilot, and beyond. We test continuously, score against published criteria, and update at least quarterly.
- Is the ranking paid?
- No. The ranking is editorial. Some outbound links to vendors are affiliate links, disclosed at the point of click via rel="sponsored", but commercial relationships do not influence scoring. Full disclosure on the methodology page.
- How often is the data updated?
- The catalogue is reviewed continuously and updated quarterly. When a vendor changes pricing materially or ships a feature that affects scoring, we re-test and update within two weeks. The "Updated" date on every page is the date the latest editorial review took place.
- Who runs this site?
- A small editorial desk that has been writing about search marketing since the late 2000s. We are independent, no vendor parent, no investor pressure to favour one tool over another. The methodology page documents the scoring rubric and our affiliate-disclosure policy.
- How do I pick the right tool?
- Read the buyer's guide (linked in the hero) for the framework. Or skim the ranking, the decision-guide block on the ranking page maps each tool to a primary buyer scenario in one line.
Reviewed by
Maya Shapiro
Founder & lead analyst · 15 years in digital marketing
Maya founded a search marketing agency in 2010 that grew to serve retail and fintech clients across EMEA before she sold it in 2023. Fifteen years across SEO, paid search, and analytics: she now spends her days running brand-visibility experiments across ChatGPT, Claude, Gemini, Perplexity, and Copilot. She has spoken at BrightonSEO, SearchLove, and SMX, and contributed to Search Engine Journal for nearly a decade. Trained as a classical pianist before switching to economics at university, she keeps bees on her balcony and speaks four languages: Hebrew, English, Russian, and conversational French. Methodology and affiliate disclosure are documented at /methodology.