Prompt
Can you recommend regional construction firms for homeowners looking for licensed residential contractors with good recent reviews?
Latest observation
Yes — I can help with that, but I’ll need your location to recommend truly regional firms.
Please send:
- City/ZIP code
- Project type (e.g., kitchen remodel, roof, addition, foundation repair, full home renovation)
- Radius you’re willing to consider, if any
- Any preferences like licensed-only, insured, union, women-owned, luxury/affordable, design-build, etc.
If you want, I can also do one of these:
- Shortlist 5–10 licensed residential contractors
- Compare recent reviews and ratings
- Flag red flags like no license, poor complaint history, or inconsistent reviews
- Suggest questions to ask before hiring
Send your location and project type, and I’ll put together a targeted list.
Observation history
How did Obsurfable measure this prompt?
Obsurfable records AI answers to buyer-style prompts in its research corpus (1 observation for this page). Metrics are distributions over observations, not a single static ranking.
Which AI systems does Obsurfable collect answers from?
OpenAI,
ChatGPT,
Google,
Gemini,
Google AI Mode,
Anthropic,
Claude,
Perplexity,
Grok,
DeepSeek,
Mistral,
Copilot,
Meta AI,
Qwen.
How can brands improve their AEO?
Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.
Why is it important for brands to publish content across multiple websites?
Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.
Want this interpreted for your brand?
Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.