webbroi.com valid
WebbROI
WebbROI is an answer engine optimization (AEO) and web development agency headquartered in Ketchum, Idaho, working remotely with clients across the US and internationally. It builds websites on Astro and Cloudflare, migrates sites off Squarespace and other builders, and offers a free AI visibility check that shows whether ChatGPT, Perplexity, Gemini and Grok recommend a business.
- Authority
- 46 reach 0 · trust 10 · quality 21 · freshness 15
- Tier
- listed
- llms.txt
- https://www.webbroi.com/llms.txt
- Sections
- 6
- Links
- 158
- Size
- 42506 bytes
- Registered
- 2009-07-22
- Country
- — Publisher location unknown; CDN address excluded
- Country evidence
- No published address evidence collected yet
- Categories
- Developer tools
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-24T00:30:03.484Z
- Last checked
- 2026-10-24T00:30:04.006Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-24T00:30:03.489Z. Cached copy · Source on webbroi.com
# WebbROI
> WebbROI is an answer engine optimization (AEO) and web development agency headquartered in Ketchum, Idaho, working remotely with clients across the US and internationally. It builds websites on Astro and Cloudflare, migrates sites off Squarespace and other builders, and offers a free AI visibility check that shows whether ChatGPT, Perplexity, Gemini and Grok recommend a business.
## Primary pages
- [Answer Engine Optimization (AEO)](https://www.webbroi.com/answer-engine-optimization/): Primary service. Get cited by ChatGPT, Perplexity, Gemini, and Grok.
- [Free AI Visibility Check](https://www.webbroi.com/ai-visibility-check/): Free check of whether ChatGPT, Perplexity, Gemini and Grok mention a business, reviewed by a person and sent by email.
- [Website Design & Development](https://www.webbroi.com/website-design-development/): Website design and development on Astro + Cloudflare, migrations off Squarespace and other builders, and AEO setup.
- [Portfolio](https://www.webbroi.com/portfolio-sites/): Client websites — Sitector, SusieRe, Clemente Tile & Stone, ClosetsOC, Dr. Jerome Peterson, I Buy It Inc., Disc Golf Thailand, Yacht Repair International, White Dog Sailing — plus platform experiments.
- [About](https://www.webbroi.com/about/): About WebbROI.
- [Contact](https://www.webbroi.com/contact-us/): Contact WebbROI or request a project quote.
## Squarespace guides
- [How to Add Filtering and Sorting to a Squarespace Site](https://www.webbroi.com/blog/how-to-add-filtering-and-sorting-to-a-squarespace-site-the-complete-2026-guide/): 2026 guide to filtering and sorting on Squarespace 7.0 and 7.1.
## AEO & Cloudflare
- [What Are Reputation-Shaped Queries? The AEO Test Most Audits Skip](https://www.webbroi.com/blog/what-are-reputation-shaped-queries/): Why trust-shaped prompts ("reviews of X", "is X legit") reveal citation gaps brand-mention audits miss.
- [Why We Moved webbROI Off Squarespace to Cloudflare](https://www.webbroi.com/blog/why-we-moved-webbroi-off-squarespace-to-cloudflare/): The speed, AEO, and API limits that made Squarespace the ceiling.
- [The AI Visibility Tool Landscape, July 2026](https://www.webbroi.com/blog/the-ai-visibility-tool-landscape-july-2026/): Comparison of 15+ AI search visibility / AEO monitoring tools — pricing, engine coverage, tradeoffs.
## AI research & essays
- [Intelligence Is Context; Wisdom Is Knowing the Context Is Incomplete](https://www.webbroi.com/blog/intelligence-is-context-wisdom-is-knowing-the-context-is-incomplete/): Citation-dense essay on AI overconfidence — post-RLHF calibration collapse, the Dunning-Kruger artifact debate, abstention incentives, sycophancy, and the belief/knowledge boundary.
## All blog posts
- [Intelligence Is Context; Wisdom Is Knowing the Context Is Incomplete](https://www.webbroi.com/blog/intelligence-is-context-wisdom-is-knowing-the-context-is-incomplete/): Current AI is intelligent inside its context but lacks wisdom: knowing the context is incompl
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