---
title: Evaluate SeeLLM for Important Pages
description: Run a bounded public check, choose the pages that matter, and decide whether ongoing observation is warranted.
audience: [human]
type: guide
version: v1
stability: stable
lastVerified: "2026-08-01"
prerequisites: []
related: [/docs/evidence-model/, /docs/people/install/, /docs/integrations/vercel-middleware/]
artifacts: []
---

## Prerequisites

- Three to five public URLs that affect buying decisions, traffic, pipeline, or adoption.
- Access to the pages without a login so the public preview can request them.

## Recommended path

1. Open the [AI Search Visibility Score](/ai-search-visibility-score/) and submit one important public URL.
2. Record the access and readability result for each URL; treat it as a preview, not proof of live AI citations or referrals.
3. Read the [Evidence Model](/docs/evidence-model/) before comparing crawler access, sampled citations, quoted text, and detectable referrals.
4. If you need an ongoing, server-side record, continue with [Install SeeLLM](/docs/people/install/).

## Expected result

You have a small, explicit page set and a public-access result for each page. The result is useful for prioritizing follow-up, but it does not establish that an AI answer cited the page or sent it traffic.

## Verify

Re-run the public preview for one selected URL after a deploy or access-policy change. For installed monitoring, use the Site Monitor setup dashboard to confirm adapter activity after requesting that URL.

## Troubleshooting

- If a page cannot be checked, confirm that it is publicly reachable and that the exact URL redirects as expected.
- If a crawler request appears later, do not relabel it as a citation; check the recorded evidence type and observation window.
- If the page is not commercially important, remove it from this first set rather than expanding the evaluation.

## Related reference

- [Evidence Model](/docs/evidence-model/)
- [Vercel Middleware integration](/docs/integrations/vercel-middleware/)
- [Reading Weekly Trends](/docs/guides/weekly-trends/)