Search Console shows this URL at 21 impressions, 0 clicks, and position 13.71 over 28 days (pulled 24 Sep 2026). That average is not an industry score and not a rank for the title. Google named 4 of the 21 impressions. Scope is absent from three related SERPs. One query showed this URL at 9 this morning. Engines were blocked. Scope does not publish an aggregate benchmark. Keep the indexed page. Do not invent a score.
Updated 24 Sep 2026.
What we tested (24 Sep 2026)
Worked example: this live URL — an indexed Learn page last crawled on 12 Sep 2026 — plus Search Console, URL Inspection, four Google SERPs, and a blocked engine log. Not a hypothetical hotel. Not an industry average. Not a product-scan dump.
- Google Search Console (28d, pulled 24 Sep 2026): this URL 21 impressions, 0 clicks, CTR 0%, position 13.71. A 23 Sep page dump had listed position 11.0 on the same impression count. Use today's pull. Page-level average position is not a H1 rank.
- Named queries (4 of 21 impressions):
ai visibility audit report 20262 / 0 / 63;ai search benchmark by industry1 / 0 / 28; a long enterprise-reporting question 1 / 0 / 10. The other 17 impressions are anonymized. None of those named queries is the title. - GA4 organic landings (28d, pulled 24 Sep 2026): this path returned no rows. That is 0 organic sessions and 0 key events, matching the 0 clicks. On-site checker traffic is a different report.
- URL Inspection (24 Sep 2026): Submitted and indexed. Verdict PASS. Google canonical = this URL. User canonical = this URL. Last crawl 12 Sep 2026 (
2026-09-12T20:42:35Z). That crawl saw the previous copy, not this rewrite. Robots allowed. Indexing allowed. Page fetch successful. Crawled as mobile. The only referring URL returned was the sitemap. Rich results: Breadcrumbs only. - Live this URL before rewrite: HTTP 200, self-canonical,
x-matched-path/learn/ai-search-enterprise-benchmark-2026, 201,948 bytes, Vercel HIT, age about 11 hours. Frontmatter date 2026-04-07. No Updated line. No What-we-tested box. Checker link already in the layout. The April body presented an industry score table, a four-engine share split, schema-gap rates, a review-count ladder, and NAP inconsistency rates, and labeled them platform data. Those figures are gone. They are not repeated here, so Google cannot re-snippet them as facts. - DataForSEO Google organic, desktop US, 24 Sep 2026 ($0.002/query, 9 organic results returned on each): Scope absent on three queries. On
enterprise ai visibility benchmark, this URL was rank 9, the last organic row in that snapshot. A one-morning rank 9 is not the Search Console position, and it is not durable.ai search enterprise benchmark 2026— absent. Instaclustr #1, Branch.io #2, GoSearch #3, Gartner #4, Glean #5. That SERP is enterprise search software, not brand visibility in ChatGPT.ai search benchmark report 2026— absent. Conductor #1, Opollo #2, Stanford HAI’s 2026 AI Index #3, an Ahrefs LinkedIn post #4, a BusinessWire item #5. We did not open those pages and we did not adopt their figures.enterprise ai visibility benchmark— rank 9 of 9 organic results. Semrush Enterprise #1, a Wasabi-hosted page #2, Rankscale #3, Pixelmojo #4, Nick Lafferty #5, DeepSmith #6, Rank.ai #7, GTM Signal Studio #8, this URL #9.ai visibility scores by industry— absent. Campaign Creators #1, HubSpot #2, Semrush #3, Presenc.ai #4, Rankfender #5.
- Answer engines this run: ChatGPT.com HTTP 403. Perplexity HTTP 403. Gemini HTTP 200 HTML shell (840,724 bytes). grok.com HTTP 200 HTML shell (594,801 bytes). A 200 shell is not an answer. The morning citation panel logged the same four verdicts. Both logs are blocked. No citation list was captured.
- KeywordTool rolling bank (read 24 Sep 2026): zero kept questions or prepositions contained “benchmark,” “enterprise,” or “industry score.” Volume did not pick this URL. The 21 impressions did. Today’s harvest skipped on quota reserve; that is not a reason to title from autocomplete.
- Technical gate the same morning: homepage HTTP 200.
/ai-visibility-checkerHTTP 200 without following redirects, canonical = itself. Live sitemap 339<loc>, including this URL and the checker. GSC lastDownloaded the sitemap on 20 Sep 2026 with submitted 339.contents.indexed: 0is reporting lag, not a wipe. No extra sitemap submit.
That gap — indexed since a 12 Sep crawl of the old copy, 21 impressions, 0 clicks, 17 anonymized impressions, absent from the industry-score SERP — is why the slug stays and the claim changes.
What is an enterprise AI search benchmark, and is this page one?
Three different objects share the word “benchmark.” This URL is only the third.
| Object | What Google showed on 24 Sep 2026 | What we can say | What it is not |
|---|---|---|---|
| Enterprise search software | ai search enterprise benchmark 2026: Instaclustr, Branch.io, GoSearch, Gartner, Glean. Scope absent. | Those results are workplace search products and analyst reviews. | Not a ChatGPT citation study. Not our product. |
| An industry AI visibility score | ai visibility scores by industry: Campaign Creators, HubSpot, Semrush, Presenc.ai, Rankfender. Scope absent. | Other publishers occupy the “score by industry” query. | Not a number Scope measured. Not a rank for this URL. |
| This Learn URL | Indexed. Canonical = itself. Last crawl 12 Sep 2026, of the previous copy. | 21 / 0 / 13.71. Four named impressions. Rank 9 on one other query, one morning. | Not an industry score. Not a Gartner category. |
Google’s AI features documentation does not ask for a special benchmark file, an AI text file, or a special schema to appear in AI Overviews or AI Mode. The page has to be indexed and eligible for a snippet. This page is indexed. A table of industry averages is not that requirement, and we do not have one we can stand behind.
Common misconception
“Position 13.71 means we nearly rank for an enterprise AI benchmark.”
No. Average position blends every query that showed the URL, including the 17 Google will not name. The queries it did name sit at 63, 28, and 10 — and none of them is the title. DataForSEO showed this URL absent from ai search enterprise benchmark 2026 and from ai visibility scores by industry. Do not write “we rank #14 for the enterprise benchmark.”
A second misconception: “The April page was original research, so the tables can stay if we add a date.” Those tables were not tied to a query, a crawl, or an engine answer we can show. Adding today’s date to an unsourced score would make the page worse, not better. The figures are deleted. We did not replace them with a new aggregate. Scope’s AI visibility checker measures one business across ChatGPT, Claude, Gemini, and Perplexity. It does not emit an industry average, and this page will not pretend that it does.
A third: “Enterprise AI search” and “AI visibility” are the same job. They are not. The first SERP this morning is software a company buys to search its own knowledge. The second is whether assistants name a brand. Mixing them is how a Learn URL collects impressions for an audit-report query at position 63 and still teaches the wrong product. Complementary rule: keep the Google page. Do not chase the Gartner enterprise-search category from a visibility product.
Why is position 13.71 not a rank for this title?
Because the named queries are not the title, and most impressions are anonymized.
Twenty-one impressions at an average of 13.71, with zero clicks, means Google showed the URL somewhere and nobody clicked. It does not mean the H1 is on page two. The only referring URL inspection returned was the sitemap, not a ranking query.
The named slice is small, and it points at other jobs:
ai visibility audit report 2026— 2 impressions, position 63. An audit is a different URL. See AEO audit. Do not treat this page as that report, and do not rewrite the 9 Sep audit page from here.ai search benchmark by industry— 1 impression, position 28. The industry-score SERP this morning did not include this URL. One Search Console impression is not a rank on that SERP.- The long question about comparing enterprise-platform reporting and benchmarking — 1 impression, position 10. One impression at position 10 is not “we rank #10 for enterprise reporting.”
Seventeen impressions have no query string we can print. That is the majority. A page-level average cannot be reported as a H1 rank when the majority of the inputs are hidden. The 23 Sep dump’s 11.0 and today’s 13.71 are the same class of number: a blend, not a place.
Indexed is not ranking. The checker URL taught that earlier this month: submitted and indexed, still absent from its category SERP. This page is the same class of fact, at 21 impressions. The 12 Sep crawl already fetched the old copy and left it indexed. This rewrite is not a recrawl. Do not extra-submit the sitemap — last download was 20 Sep 2026 and the submitted count already matches live 339.
Who ranks for an industry AI visibility score if we do not?
Publishers who framed a score. We are not in that list. We did not copy their numbers.
On ai visibility scores by industry, 24 Sep 2026, desktop US:
- Campaign Creators #1 — a marketer explainer of what an AI visibility score is.
- HubSpot #2 — how to summarize AI visibility.
- Semrush #3 — an AI visibility metrics help page.
- Presenc.ai #4 — a page titled as an average score by industry. We did not open it. We did not adopt a figure from the title.
- Rankfender #5 — a learn page on score, metrics, and index.
Scope is absent. So the operator question “what is the average AI visibility score in my industry?” currently retrieves other companies’ explainers. It does not retrieve this URL, and it does not retrieve a Scope dataset. Do not publish a percentage of businesses by vertical because a competitor’s title sounds like a study. We do not have that study.
On ai search benchmark report 2026, the occupants are a Conductor AEO/GEO benchmarks report, an Opollo “2026 AI Search Benchmark Report,” Stanford HAI’s 2026 AI Index, an Ahrefs post, and a BusinessWire item. Scope is absent. Stanford’s index is a real public research report. It is not our data, and a SERP title is not a statistic we measured. We are not going to launder someone else’s sample size into this page.
On enterprise ai visibility benchmark, this URL appeared at rank 9, behind Semrush Enterprise, Rankscale, Pixelmojo’s anonymized enterprise-tech leaderboard, Nick Lafferty’s platform ranking, DeepSmith, Rank.ai, and a GTM Signal Studio post whose title claims an enterprise scoring study. Nine organic results came back. We were the last. That is a snapshot of one query. Compare it with the Search Console row before you put “#9” in a title. Yesterday’s branded compare moved from #4 to #1 between mornings. A one-morning place is not a benchmark.
The counter-example to “write the score table and Google will treat you as the source” is this URL itself. It already had the table. Google’s industry-score SERP still does not list it. The impressions it does have are mostly anonymized, and the one named industry query is a single impression at position 28.
What you can still do, labeled as measurement rather than a cause:
- Run the AI visibility checker for one business. Read that business. Do not average it into a sector and publish the average.
- If you need a Google number for this URL, use Search Console: impressions, clicks, and the query report. If the query report is mostly empty, say so.
- If the SERP for your target phrase is enterprise search software, stop. That is a different product. Do not mint
/learn/best-enterprise-ai-search-software. - If you want assistants to name you, that is a citation project, not a scoreboard you invent. See how to get cited in AI search. Do not rewrite that URL from here.
What should you not copy from the old version of this page?
The old body was a benchmark costume on top of figures we cannot show.
It opened by calling itself platform data from Q1 2026. It then ranked industries, split “AI business discovery” across four engines, listed schema-gap rates, and tied review counts to mention rates. Some of those topics are real operator questions. None of them were tied to a query, a crawl, or an engine answer on this URL. The sentences are deleted. The rates are not reprinted, including as “the April page claimed” a number. Google re-snippets that pattern.
It also used industry categories as the worked example: hospitality lagging, SaaS leading, a review-count threshold. Those are hypothetical aggregates. The worked example on this page is this URL. We are not opening an industry shell from here. /learn/ai-visibility-for-dentists and the rest of that farm stay frozen.
Two product notes, so the old “research” frame is not copied forward. Scope does not ship an industry benchmark, a prompt-volume index, or an AI-referral revenue report. The Scope MCP server reads visibility for an agent. It does not return a sector average. Compare pages have the same honesty problem if they blur “we have a Learn URL with benchmark in the slug” and “we published the benchmark.” See Scope vs Profound.
Keep Google indexing. An assistant that cites the open web still needs a page Google can fetch. This page is that page. The fix is to stop claiming a study, not to add another schema type for a hotel.
Worked example: this URL, 24 Sep 2026
Not a hypothetical restaurant. Not a quartile table.
| Check | Result 24 Sep 2026 |
|---|---|
| Learn URL HTTP | 200, self-canonical, matched path correct, 201,948 bytes, Vercel HIT |
| Visible date before rewrite | Frontmatter 2026-04-07, no Updated line, unsourced score tables |
| GSC 28d | 21 impressions, 0 clicks, CTR 0%, pos 13.71 (23 Sep dump had pos 11.0 on the same impression count) |
| Named GSC queries | 4 of 21. Audit-report 2/0/63; industry benchmark 1/0/28; long enterprise question 1/0/10. 17 anonymized |
| GA4 organic on this path | no rows — 0 sessions, 0 key events |
| Inspect | Submitted and indexed; last crawl 12 Sep 2026 (old copy); canonical = self; referring URL = sitemap; rich results = Breadcrumbs only |
ai search enterprise benchmark 2026 | Absent (Instaclustr #1, Branch.io #2, Gartner #4, Glean #5). Enterprise search software, not our product |
ai search benchmark report 2026 | Absent (Conductor #1, Opollo #2, Stanford HAI #3). We did not adopt their figures |
enterprise ai visibility benchmark | Rank 9 of 9 organic results. One morning. Not the GSC position |
ai visibility scores by industry | Absent (Campaign Creators #1, HubSpot #2, Semrush #3, Presenc.ai #4) |
| ChatGPT.com / Perplexity | HTTP 403 — blocked. Morning panel: same |
| Gemini / grok.com | HTTP 200 HTML shells — blocked, not an omit. Morning panel: same |
| KeywordTool bank | no benchmark, enterprise, or industry-score question kept |
| Claim we will not make | An industry average, a four-engine share split, “position 13.71 is #14,” “rank 9 is the benchmark,” or “Scope platform data, Q1 2026” |
If the April tables were enough, this URL would not sit on 21 impressions and 0 clicks while HubSpot, Semrush, and Presenc.ai occupy the industry-score SERP. The honest work is to separate enterprise search software, an industry score, and the Google row on this URL, then measure the engines you can actually query. See GEO vs SEO.
Sitemap live this morning: 339 <loc>, including this URL. Homepage HTTP 200. Checker HTTP 200 without following redirects, canonical = itself. Existing-URL upgrades are allowed under that gate. We did not mint a cannibal slug. We did not extra-submit the sitemap.
30-minute operator checklist
Do this for one money URL. Do not start an industry-score project from an anonymized impression.
- Write three labels on a card: enterprise search software, an industry AI visibility score, and the Google impression on your own URL. If a sentence uses “benchmark” for more than one of them, split the sentence.
- Open Search Console → this URL → queries. Count named impressions against the page total. If most are anonymized, do not report the page’s average position as a H1 rank. Ours: 21 / 0 / 13.71, and Google named 4.
- Search Google for
ai search enterprise benchmark 2026,ai search benchmark report 2026,enterprise ai visibility benchmark, andai visibility scores by industry. Write whether your URL is in the organic results. Ours: absent / absent / rank 9 of 9 / absent (24 Sep 2026). A one-query rank 9 is not a title. - If the first SERP is Gartner, Glean, or another workplace-search product, stop. That query is not an AI-visibility score. Do not mint a software-roundup slug to chase it.
- If a publisher’s title contains a sample size or an industry average, do not copy the number onto your page unless you ran that study and can show the method. We did not. The old tables on this URL are the example of what not to do.
- URL Inspection: write the coverage state and last crawl. Ours: submitted and indexed, 12 Sep 2026, and that crawl predates this rewrite. Canonical must be this URL, not the homepage. It is. Rich results were Breadcrumbs only.
- Check organic landings for the path, not all-channel sessions on the checker. Ours: GA4 organic returned no rows. Checker sessions from on-site links are not SEO clicks.
- Run the engines you can actually reach. Record mentioned / omitted / confused / blocked. A 403 is blocked. A 200 HTML shell is blocked. This run: ChatGPT.com 403, Perplexity 403, Gemini shell, grok.com shell. Do not fill the blank with a guessed citation, and do not adopt a percentage from a SERP title you did not read.
- Measure one business on the AI visibility checker. That board is not an industry average. Agents can read it via the Scope MCP server. Keep Google SEO. Do not mint
/learn/ai-visibility-scores-by-industry.
Key takeaways
- An enterprise search-software ranking, an industry AI visibility score, and a Search Console impression are three different objects. Mixing them is how a page collects impressions and teaches the wrong job.
- Search Console, 24 Sep 2026: 21 impressions, 0 clicks, position 13.71. Google named 4 impressions. The other 17 are anonymized. Page-level position is not a H1 rank. The 23 Sep dump’s 11.0 is the same class of number.
- GA4 organic: no rows. Inspect: submitted and indexed, last crawl 12 Sep 2026 of the previous copy, canonical = self, referring URL = the sitemap, rich results = Breadcrumbs only.
- Absent from the enterprise-search-software SERP, the benchmark-report SERP, and the industry-score SERP. Rank 9 of 9 organic results on
enterprise ai visibility benchmark, one morning. That is not the Search Console position, and it is not durable. - Scope does not publish an aggregate industry score. The checker measures one business. The old tables are deleted, not reprinted.
- ChatGPT.com and Perplexity returned 403. Gemini and grok.com returned HTML shells. Blocked ≠ omitted. Do not invent a citation list.
- Keep Google indexing. Do not mint a cannibal slug. Do not extra-submit a sitemap Google already downloaded at 339 URLs. Do not chase the Gartner enterprise-search category from a visibility page.
References
- Google Search Console page report for
https://scope.online/learn/ai-search-enterprise-benchmark-2026, pulled 24 Sep 2026: 28d 21 impressions / 0 clicks / pos 13.71. Named queries:ai visibility audit report 20262/0/63;ai search benchmark by industry1/0/28;compare the ai search visibility features of leading enterprise platforms for specific enterprise-level reporting needs and performance benchmarking1/0/10. 4 of 21 impressions named. - GA4 organic landings, Markifact account 520476298, 24 Sep 2026:
/learn/ai-search-enterprise-benchmark-2026— no rows. - Google URL Inspection, 24 Sep 2026: coverageState
Submitted and indexed; verdict PASS; lastCrawlTime2026-09-12T20:42:35Z; googleCanonical = userCanonical = this URL; robotsTxtState ALLOWED; indexingState INDEXING_ALLOWED; pageFetchState SUCCESSFUL; crawledAs MOBILE; referringUrls =sitemap.xml; rich results = Breadcrumbs only. - Live fetches, 24 Sep 2026: this URL HTTP 200, 201,948 bytes, self-canonical, Vercel HIT, age about 11 hours, frontmatter date 2026-04-07 before rewrite. Homepage 200.
/ai-visibility-checker200 without following redirects, canonical = itself. Live sitemap 339<loc>. GSC sitemap lastDownloaded2026-09-20T21:24:45Z, submitted 339, contents.indexed reported 0 (lag). - DataForSEO Google organic live/regular, desktop US, 24 Sep 2026, $0.002/query, 9 organic results returned on each query.
ai search enterprise benchmark 2026: Instaclustr #1, Branch.io #2, GoSearch #3, Gartner #4, Glean #5. Scope absent.ai search benchmark report 2026: Conductor #1, Opollo #2, Stanford HAI #3. Scope absent. We did not adopt figures from those pages.enterprise ai visibility benchmark: Semrush Enterprise #1, Rankscale #3, Pixelmojo #4, Nick Lafferty #5, this URL #9.ai visibility scores by industry: Campaign Creators #1, HubSpot #2, Semrush #3, Presenc.ai #4. Scope absent. - ChatGPT.com HTTP 403, Perplexity HTTP 403, Gemini HTTP 200 shell (840,724 bytes), grok.com HTTP 200 shell (594,801 bytes), 24 Sep 2026. Morning citation panel: same verdicts.
- KeywordTool rolling bank
kt-article-bank-rolling.md, read 24 Sep 2026: no kept benchmark, enterprise, or industry-score question. - GEO vs SEO; AEO audit; how to get cited in AI search; Google Search Central: AI features.
Q: Is position 13.71 a rank for an enterprise AI benchmark?
A: No. On 24 Sep 2026 the page average was 13.71 across 21 impressions and 0 clicks. Google named 4 impressions, at positions 63, 28, and 10. None of those queries is the title. The other 17 impressions are anonymized. DataForSEO showed this URL absent from ai search enterprise benchmark 2026. Do not write “we rank #14.”
Q: Does Scope publish industry AI visibility scores? A: No. The previous page presented score tables and labeled them platform data. Those figures are deleted and are not reprinted here. The AI visibility checker measures one business across ChatGPT, Claude, Gemini, and Perplexity. It does not emit an industry average. This URL will not pretend that it does.
Q: DataForSEO showed this URL at 9. Is that the benchmark?
A: No. Rank 9 was one query, enterprise ai visibility benchmark, desktop US, 24 Sep 2026, and it was the last of 9 organic results returned. Search Console position for the same URL is 13.71, mostly anonymized. A one-morning place is not durable. Do not put “#9” in a title.
Q: Should we publish a separate “scores by industry” page? A: No. This slug already exists, and the industry-score SERP is occupied by Campaign Creators, HubSpot, Semrush, and Presenc.ai. A second URL would not name the 17 anonymized impressions, and it would cannibalize the only page we have. Upgrade in place. Do not mint an industry shell.
Q: The old page said it was original research. Can we keep the tables if we cite them as old? A: No. Restating the rates, even as “the April page claimed” a number, is how Google re-snippets an unsourced study. The tables are deleted. The worked example is this URL’s Search Console row, not a quartile of hotels.
Q: ChatGPT.com returned HTTP 403. Did it omit us? A: Record blocked. This run ChatGPT.com and Perplexity returned 403. Gemini and grok.com returned HTML shells. The morning citation panel logged the same verdicts. A shell is not an omit, and a 403 is not a benchmark result either.
Q: Why keep an indexed page that has only 21 impressions and 0 clicks? A: Because it is already the URL Google crawled on 12 Sep 2026, and the related SERPs are occupied by other publishers. A new slug would not name the anonymized queries. The 12 Sep crawl saw the old copy. This rewrite is not a recrawl. Do not extra-submit a sitemap that already matches at 339 URLs.
Q: Is “enterprise AI search” the same as AI visibility?
A: No. On 24 Sep 2026, ai search enterprise benchmark 2026 returned enterprise search software: Instaclustr, GoSearch, Gartner, Glean. Scope was absent, and that is the correct category boundary. Do not chase that SERP from a visibility page. Keep Google indexing for the page you do own.