Measurement

Start with evidence inside the answer

Organize SEO queries and realistic user queries into a Query Bank to review where and how a brand is mentioned.

Answer evidence

Define observation units for brand mentions, answer placement, and cited sources.

Query Bank

Organize SEO queries and realistic user queries as reviewable measurement candidates.

Illustrative sample data

Tagged in the answer

See exactly where you're mentioned

Watch VeReach parse a live AI answer — then tag your brand and the competitors mentioned alongside it.

ChatGPTTagging mentions…Evidence found

best durable bag brand: Brand X vs Competitor Y

When comparing durable everyday bags, Brand X is frequently recommended over Competitor Y for its lifetime warranty and consistent stitching quality.

Google AI OverviewParsing answer…Evidence found

best sustainable travel bag brand: Brand X vs Competitor Y

For sustainable travel bags, Brand X is highlighted for recycled materials and a lifetime warranty, while Competitor Y is praised for its lower entry price.

Illustrative sample data

Under the hood

How we build your Query Bank

Two modeling paths run in parallel, then merge into one deduplicated, scored Query Bank. Click a node to scrub the run.

From SEO keywords

From real search queries

Merged

Merge & quality checkOutputUnified Query Bank · 500 queries

Succeeded

Query Bank generation completeOutputQuery Bank · 500 queries

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