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THE PUBLIC RECORD · TOLEDO, OH
Owens Corning · Toledo, OH
What AI engines actually say about Owens Corning, saved word for word, with dates.
Named in 7 of 12 measured answersBuilt from public sources and AI answers. Measured August 24, 2026.
The latest measurement
August 24, 2026| ChatGPT | named |
|---|---|
| Google AIone row covering 2 surfaces, AI Overviews and AI Mode | named |
| Geminilive, no receipt kept | no answer |
| Perplexity | named |
Where AI named this business
Every appearance below comes from a saved, dated answer. Nothing here is summarized or reworded.
Named in 7 answers since August 24, 2026.
Week of August 24, 2026
Why: it’s Toledo-based, **BBB accredited with an A+ rating**, has been BBB-accredited since 2007, and is listed by Owens Corning as a contractor with a strong review count/rating — **4.
Toledosealed 11bf0b9a-8c1
The record, week by week
Named in 7 of 12 measured answers since August 24, 2026.
First recorded August 24, 2026 · 1 measured weeks
This record is 1 measured week(s) old. History accumulates weekly. Nothing here is padded to look busy.
This history is captured live. It cannot be backfilled, by us or anyone.
How this page is made: we ask 3 real customer questions across 5 AI engines: ChatGPT, Gemini, Perplexity, Claude, and Google AI. Google AI is measured on 2 surfaces, AI Overviews and AI Mode, so 5 engines make 6 measured surfaces. A business is NAMED only when its name appears in the machine's actual answer text. Hinted at or linked does not count. Answers are saved word for word, dated, and content-hashed. No business name is ever inside a question, so no result can be nudged. Paying us never changes what the receipts say. This page is a set of dated observations: AI answers vary between runs.
See a problem with a row on this page? Report it. A person reviews reports within 72 hours.
Also on the Toledo roofer board
The same measurement, the same week. Every business the engines named in this city has a page like this one.