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Get your security or data tool recommended by AI

When an engineer asks ChatGPT, Perplexity, Claude, Gemini, or Grok for the best secrets manager, SAST tool, or data platform, does your product show up? We measure it across every engine and get you into the answer.

Get a free teardown Browse the AI Visibility Index

The buyer prompts we measure for security & data tooling

Engineers shortlist security and data tools by asking AI first. If you're not in the answer, you're not on the shortlist.

"Best secrets manager for cloud-native teams" · "Vault alternatives"
"SAST tools with low false positives" · "best DAST for CI/CD"
"Snowflake vs alternatives for a Series A" · "open-source vs managed data platform"
"Best data catalog / lineage tool" · "cheapest SIEM for a small team"

Why security & data tooling is high-stakes in AI search

It's a crowded, trust-sensitive category with heavy "best X / X alternatives" comparison behavior, and the buyers (security engineers, data-platform teams) lean hard on Claude and Perplexity — exactly where we measure and most competitors don't. See the full dev-tools playbook →

See where your security or data tool ranks across the engines — free.

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AI Visibility Index

A security & data-tooling leaderboard is coming soon

This category isn't one of the nine measured AI Visibility Index leaderboards yet — but the method is identical. We never publish a number until it's measured, so there's no leaderboard table here to fake. In the meantime we run your real buyer prompts across all 5 engines in a free teardown, and you can browse the nine live leaderboards to see exactly what yours will look like.

Category facts (not product scores): buyers compare secrets managers, SAST/DAST, SIEM, data platforms, catalogs and lineage tools; the heaviest AI shortlisting happens on Perplexity and Claude; and the citations skew to docs, comparison pages and community threads — all things we build.

What's included

The outcome is share of model. Here's the engine beneath it.

AI-answer optimization

The wedge — we get you named and cited in AI answers

Our wedge

Share-of-model measurement 5 engines (ChatGPT · Perplexity · Gemini · Claude · Grok) Answer-first content & schema Engine-by-engine fixes Monthly re-measurement

SEO foundation

The ground AEO stands on

Included

Technical SEO SERP / keyword Backlinks & domain authority Core Web Vitals Internal linking Schema / structured data

Done-for-you content

We write & publish — not just brief

Published across 30+ channels — your accounts, tuned per platform

LinkedIn X Reddit YouTube Dev.to Hashnode +9 more

On your domain

Answer-first articles Comparison & benchmark pages Video + VideoObject schema

Off-site authority

Listing & review sites the models cite

Curated entity work — Boost 30+ · Growth 60+ · Authority 100+

G2 Capterra Crunchbase Product Hunt + dozens more

Digital PR — earned coverage (best-effort)

Expert commentary Reporter-query responses Data-led story pitches

AI-speed, you-approved — every asset is researched and drafted fast, and you review and approve it before it publishes.

See where AI puts your security or data tool

Measured across ChatGPT, Perplexity, Claude, Gemini and Grok — free.

Get a free teardown