In-Spec Welding and Fabrication, LLC — agent view

local ai registry · agent view · /biz/oh/mantua/in-spec-welding-and-fabrication-llc-mantua-oh
# In-Spec Welding and Fabrication, LLC

Manufacturer — Mantua, Ohio. Registry entry: https://localairegistry.com/biz/oh/mantua/in-spec-welding-and-fabrication-llc-mantua-oh

**AI Score: 16/100** (Poor, verified September 10, 2026) — methodology: https://localairegistry.com/methodology

## What AI assistants say (named by 0 of 2)

### ChatGPT — not named
Asked: "best manufacturer in Mantua" (checked September 12, 2026)
> ChatGPT answered with other businesses; In-Spec Welding and Fabrication, LLC was not mentioned.

### Perplexity: no answer on record
We have no answer from Perplexity to show.

### Gemini — not named
Asked: "best manufacturer in Mantua" (checked September 10, 2026)
> Gemini answered with other businesses; In-Spec Welding and Fabrication, LLC was not mentioned.

## Score breakdown

| Signal | Weight | Score /100 |
| --- | --- | --- |
| Retrieval grounding | 26% | — |
| Off-property attestation | 20% | 0 |
| AI visibility | 14% | 0 |
| Reviews & response | 12% | 44 |
| Backlink & citation authority | 8% | — |
| Google Business Profile | 8% | 64 |
| Speed & mobile | 7% | — |
| Content freshness & schema | 5% | — |

## Facts

- Address: 4428 Richfield Hudson Rd, Mantua, OH 44255, USA
- Phone: (330) 447-2801
- Hours Mon: Open 24 hours
- Hours Tue: Open 24 hours
- Hours Wed: Open 24 hours
- Hours Thu: Open 24 hours
- Hours Fri: Open 24 hours
- Hours Sat: Open 24 hours
- Hours Sun: Open 24 hours

## Questions

### What are the business hours for In-Spec Welding and Fabrication, LLC?
In-Spec Welding and Fabrication, LLC is open 24 hours a day, seven days a week.

### Where is In-Spec Welding and Fabrication, LLC located?
The business is located at 4428 Richfield Hudson Rd, Mantua, OH 44255, USA.

### How can I get in touch with In-Spec Welding and Fabrication, LLC?
To get in touch with the business, you can call them at (330) 447-2801.

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Source: Local AI Registry (https://localairegistry.com). The registry re-checks every entry.
Human view