General-purpose AI answers from memory. Reach Dog answers from the market.
Ask a general-purpose AI assistant what a product should cost, which keywords carry demand, or where your catalog has gaps, and it will answer confidently from training data that is months old and was never built for commerce. Reach Dog answers from a live graph: 1.27 billion rows connecting over 360 million product listings to 171.8 million buyer intent signals, refreshed weekly.
Explore the Graph →Confidence is not accuracy
A general-purpose assistant will estimate a market price, invent a search volume, or describe a competitive landscape that no longer exists. It is not lying. It simply has no source. Every number Reach Dog returns traces to an observed listing, a measured search volume, or a tracked price event. Prices come from over 100 million price events tracked continuously since February 2024. Demand comes from 101.3 million search keywords and 70.5 million voice queries. Nothing is estimated when it can be measured.
The same question, two very different answers
| Question | General-purpose AI assistant | Reach Dog |
|---|---|---|
| What does this product sell for? | Estimate from training data | Median of observed storefront prices, refreshed weekly |
| What do buyers search for? | Plausible guesses | 171.8M measured intent signals with volume, CPC, competition |
| Where are my catalog gaps? | Generic advice | Your products resolved against 29.6M clusters, gaps quantified |
| Is this current? | Knowledge cutoff | Weekly refresh |
| Who does the work? | Waits for your prompt | Agents work the market on your behalf, every week, unprompted |
| Can I query it? | Chat only | Full SQL on BigQuery, graph explorer, reports |
Use both. Ground one in the other.
General-purpose assistants are excellent at drafting, summarizing, and reasoning. Use them for that. When the question is about the market, the answer has to come from the market. Reach Dog is the commerce-specific intelligence layer underneath: use it directly, or bring its data into whatever assistant you already work with.
There is a second difference that matters more over time. A general-purpose assistant waits for a prompt. Reach Dog agents do not. They interrogate the market on your behalf every week and deliver what they find, whether you asked or not.
Answers grounded in the market, not in memory.
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