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Get your database recommended by AI

When a developer asks ChatGPT “best database for a serverless app” or Perplexity “Postgres vs MongoDB,” does your product show up? We measure it across every engine and get you into the answer.

Free teardown for your tool

The buyer prompts we measure for databases

Developers pick a database by asking AI first. If you’re not in the answer, you’re not on the shortlist.

Why databases is high-stakes in AI search

It’s a high-consideration category with constant “best X / X vs Y” comparison behaviour, and developers lean on ChatGPT, Claude and Perplexity to choose — exactly where we measure and most competitors don’t. See the full dev-tools playbook →

See where your database ranks across the engines — free.

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Category leaderboard

AI Visibility Index — Databases

Our public, free leaderboard for this exact category: which databases the AI engines name most, by share of model. See the full leaderboard →

5 engines · illustrative previewUpdated monthly
#ProductShare of modelSoM
1PostgreSQL18.7%
2MySQL16.2%
3MongoDB12.9%

Illustrative methodology preview from our AI Visibility Index — the format and method, not yet a live measurement.

FAQ

Why does AI search matter for databases?

Engineers increasingly ask ChatGPT, Perplexity, Gemini, Claude and Google AI which database to use. If your product isn’t named in those answers, it’s invisible at the moment of choice — and a competitor gets the shortlist.

How do you measure AI visibility for databases?

We run the real buyer prompts 10+ times per engine across 5 engines, compute your share-of-model with a 95% confidence interval, and map the fastest fixes. See the live databases leaderboard in our AI Visibility Index.

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 measurement5 engines (ChatGPT · Perplexity · Gemini · Claude · Google AI)Answer-first content & schemaEngine-by-engine fixesMonthly re-measurement

SEO foundation

The ground AEO stands on

Included

Technical SEOSERP / keywordBacklinks & domain authorityCore Web VitalsSchema / structured data

Done-for-you content

We write & publish — not just brief

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

LinkedInRedditYouTubeDev.to+11 more

On your domain

Answer-first articlesComparison & benchmark pagesVideo + VideoObject schema

Off-site authority

Listing & review sites the models cite

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

G2CapterraStackShare+ dozens more

Digital PR — earned coverage (best-effort)

Expert commentaryData-led story pitches
AI-speed, human-approved — every asset is researched, drafted, and a human approves it before it ships.