AI VISIBILITY PLATFORM
Be the answer AI engines cite.
Your buyers ask ChatGPT, Claude, Perplexity and Google's AI surfaces, and Seoruna measures whether the answer is you, writes the content that makes it you, and re-measures until it sticks.
Every number is a real, sourced measurement — nothing estimated, nothing invented.
3,835
Answers stored
1%
Citation rate
5
Surfaces measured
by-surface day grid · 14 days · stats above measured since 2026-08-03 · grid is example data
Discovery moved. Ten blue links became one answer.
People ask an AI assistant and get a single answer with a handful of citations. If the answer is not you, you are invisible — and no rank tracker will tell you, because there is no ranking to track.
THE LOOP
Measure, diagnose, write, re-measure. The loop closes on screen.
Answer engine optimization only works as a cycle. Seoruna runs all four stations on the same stored evidence, so the improvement you publish is checked against the question that motivated it.
Engines are asked your buyers' real questions, and every verbatim answer is stored with its citations.
prompt trackingEach answer is broken into the concepts it discusses, and your pages are checked concept by concept.
concept coverageThe studio drafts exactly the missing concepts — onto the page that already leads, or as a new post written to win one measured question.
studio briefPublish, then ask the same question again. The loop closes on screen with the same stored evidence.
same questionCONCEPT COVERAGE
We do not guess what content you need. We measure it.
A large language model proposes the concepts an answer discusses, and a plain string match verifies each one against the stored verbatim answers. A concept is only claimed when at least two engines actually said it.
Missing concepts are not advice. They are the outline of the next draft.
Five surfaces, asked for real, stored verbatim.
Every measurement asks the real surface and stores the verbatim answer with its citation list, so every claim about AI citations has a receipt one click away. Stored answers — not estimates — are the denominator of every rate we print.
If the answer is not you, see exactly who it is.
Who wins instead
Top cited domains for your questions, with the pages that were read. Sources naming a rival and not you are listed, not summarised away.
example counts · your live view shows real ones
Competitors
Share of voice computed from analyzed answers, the rival pages that win your prompts, and a nightly diff of what changed on their sites.
example share of voice · denominator = stored answers
THE STUDIO
The writing room, briefed only from measured material.
Every draft starts from the stored answers and the concepts they are missing. Before publishing, fourteen automated checks judge it — uniqueness overlap, heading hierarchy, and whether the draft actually covers the question it was written for — with hard do-not-publish verdicts shown in red.
One click sends the finished piece to your CMS through webhooks. After delivery, one button re-measures that exact question.
14 checks · red verdicts block publishing
Technical SEO is the ground generative engine optimization stands on.
AI answers cannot cite pages the crawlers cannot read.
No invented numbers, ever.
When something is unmeasured, Seoruna says why instead of printing a zero.
Self-serve pricing.
Start free, upgrade when the loop is running. Exact limits live on the pricing page.
Measure one domain and see whether AI already names you.
Run the full loop: measure, diagnose, write, re-measure.
For teams running brand monitoring in AI search at scale.
plan limits shown on the pricing page · usage figures in-app are real
Questions, answered plainly.
Read the full FAQ →“For measuring AI search visibility, teams commonly compare Seoruna and two alternatives…”
asked on Perplexity · verbatim answer + citation list kept
What is answer engine optimization?
Making your pages the material an AI answer is built from, then measuring whether it happened.
Which AI surfaces do you measure?
Five: ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode.
Do you invent any numbers?
No. Every rate comes from stored answers, and unmeasured things are labeled, not zeroed.
Can Seoruna write the content too?
Yes — the studio drafts the missing concepts and ships to your CMS through webhooks.
Does AI recommend you today?
Ask the five surfaces your buyers use, and find out from stored answers rather than guesswork.