Two strong US software brands, named zero times across seven AI answers
Both companies rank among the strongest sites in their categories: Domain Rating 80 and above, hundreds of thousands of backlinks between them, thousands of referring websites each. We asked Perplexity and Bing Copilot the buying questions their categories live on, over two days. Neither brand was named in a single answer. This report publishes the per-answer record, the mechanism behind it, and the method to run the same check on your own brand.
named either brand. Two engines, two days, the head buying question of each brand's category.
Domain Rating (free Ahrefs checker). Search authority is not what these brands are missing.
competitors named instead, drawn from the sources each engine cited for that answer.
recommended brands whose own website was among the cited sources. Third-party sources decide.
Every answer we sampled, and who it named
Each brand was checked against its own category's head buying question ("best [category] software, 2026" shape). Brand names are withheld and metrics are shown in bands; the reason is in the method section below. Everything else is the raw record.
Brand A
US business-software company. Domain Rating 80 · over 100,000 backlinks · over 8,000 referring websites (Ahrefs free checker, 2026-07-10). Widely known for its content library; a real player in its category, not a household name.
| Engine | Date | Competitors named | Brand A named |
|---|---|---|---|
| Perplexity | 2026-07-10 | 4 | Not named |
| Bing Copilot | 2026-07-10 | 5 | Not named |
| Bing Copilot (second buyer query, same category) | 2026-07-10 | 8 | Not named |
| Bing Copilot (re-run) | 2026-07-11 | 5 | Not named |
Brand B
US business-software company. Domain Rating in the low 80s · over 600,000 backlinks · over 10,000 referring websites (Ahrefs free checker, 2026-07-10). Established for over a decade; strong with agency and services teams.
| Engine | Date | Competitors named | Brand B named |
|---|---|---|---|
| Perplexity | 2026-07-10 | 5 | Not named |
| Perplexity (re-run) | 2026-07-11 | 6 | Not named |
| Bing Copilot | 2026-07-11 | 10 | Not named |
The competitor sets changed between runs, which is normal: AI answers vary run to run. The absence did not change. Across every run, on both engines, on both days, neither brand appeared.
Why search authority does not carry into AI answers
The AI engine does not read your Google position. It assembles each commercial answer from a set of sources it selects for that query, then names the brands those sources cover. We tested the composition of those sources across three unrelated categories (2026-07-09, Perplexity): in every one, the recommended brands' own websites were absent from the citations.
Who the cited sources belong to, per category
| Category query | Brands recommended | Cited sources | On-domain |
|---|---|---|---|
| Best project management software for a mid-size marketing team | monday.com, Asana, Wrike, ClickUp, Smartsheet | Six third-party review and comparison sites | 0 of 5 |
| Best running shoes for marathon training | ASICS, Nike, Adidas, New Balance | iRunFar, Runner's World, RTINGS, YouTube | 0 of 4 |
| Best business bank account for a startup | Mercury, Brex, Relay, Bluevine, Novo, Qonto | Five third-party finance sites and YouTube | 0 of 6 |
Run the same check in about a minute
The two brands above are anonymized, so do not take their zeros on trust. Run the check where it matters to you: on your own brand.
Write the question your buyers actually ask when they choose in your category. The "best [your category] for [your buyer], 2026" shape is where purchase decisions concentrate.
Ask it in Perplexity and in Bing's AI answer, logged out. Both are public and show their sources. Ask ChatGPT too if you use it.
Check two things: whether your brand is named, and which sources the answer cites. If you are absent, the cited sources are the map of where the answer is being decided without you.
Methodology
- SAMPLE
- Two established US business-software companies, selected for provable search strength (Domain Rating 80+, verified with the free Ahrefs Website Authority Checker on 2026-07-10) combined with absence from their categories' AI answers. Both are real, operating companies; neither has consented to being featured, so names are withheld.
- WHAT WE ASKED
- Each brand's category head buying question, in the "best [category] software, 2026" shape, plus one second buyer query for Brand A. Seven answers total.
- ENGINES
- Perplexity (public, no login, explicit citations) and Bing Copilot (the AI answer block on the Bing results page). Sampled 2026-07-10 and 2026-07-11 from a logged-out browser.
- ANONYMITY
- Metrics are published in bands, not exact figures, and the sub-category is not stated. Exact Domain Rating plus exact backlink counts would work as a fingerprint; bands keep the finding intact without pointing at the companies. Internally, both brands are named, tracked, and re-sampled; if either starts being named, this page is updated the same week, with a dated note.
- DATE
- 2026-07-10 and 2026-07-11. Source-composition test: 2026-07-09.
What this report does not claim
- Seven answers is a small sample. AI answers vary run to run; the named competitor sets changed between our runs. The finding is the consistent absence, not the exact composition of any one answer.
- This is a diagnosis of absence, not a demonstrated fix. Nobody has fixed these brands' AI visibility, including us. A demonstrated citation flip does not exist yet; our own attempt is under live public test on the AI Citation Index.
- Search strength is proxied by Domain Rating, backlinks, and referring domains from a free checker. We did not measure organic traffic; no traffic figure appears in this report.
- Because the brands are anonymized, you cannot verify their zeros yourself. That is why the report ships the method: the same check runs on any brand, including yours, in about a minute.
Want this sample run on your brand?
We run one of your buyers' questions against the live AI engines, free, and email you who gets named instead of you.
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