I like that I can program everything directly from Claude and get the list right there. I can use the ICPs I’ve already structured with Claude to find prospects without jumping into the platform. It helps me find decision makers and different ideal customer profiles. Setup was very easy: I just installed it and connected it.

**Title:** Prospecting by conversation: the fastest way I've found to build a niche small-business lead list **Overall** I run Maple Technologies, a Toronto-based AI agency that sells to owner-led small businesses: dental clinics, mortgage brokers, HVAC, and property management companies in Ontario. I use Vibe Prospecting inside Claude to find, qualify, and enrich prospects. It replaced a lot of the filter work I used to do by hand in traditional databases. **UI / UX** There isn't really a UI to learn, and that's the strength. I describe who I want in plain English, for example "property management companies in Ontario with 10–50 employees, owner or operations lead," and it turns that into structured filters. The autocomplete keeps industry and location values valid, so I don't burn time on searches that return nothing because of a wrong label. The `show-sample` preview helps a lot: I check a handful of results before committing to a full pull. **AI / Intelligence** The business events and intent data are what make it more than a contact database. Hiring activity, website changes, funding, and tech stack signals let me prioritize which clinics or PM companies to call this week, instead of working an alphabetical list. When it's paired with my own outreach skills in Claude, those signals go straight into personalized first lines, so research and copy happen in one workflow. **Integrations** Running it as a connector inside Claude is the key benefit. Prospecting, enrichment, strategy, and email drafting all happen in one conversation. CSV export makes handoff to my outbound contractor and our calling cadence simple. **Performance** Searches and statistics come back quickly. `fetch-entities-statistics` lets me size a market before spending anything; I can see how many dental clinics fit my criteria in the GTA before pulling a single record. Coverage of very small local businesses (1–10 employees) is decent but thinner than mid-market, and contact data on owner-operators sometimes needs a second source. **Pricing / ROI** The cost estimate before every enrichment is the feature I value most as a small agency. I always know what a pull will cost before I run it, so I don't get surprised by credit burn. That control matters a lot when every dollar of the GTM budget has to produce booked calls. **Support / Onboarding** Onboarding was close to zero effort. Once the connector was enabled, I was running real searches in minutes. The guided preview-first flow teaches you good habits, like sampling before you scale. **What could be better** - Deeper mobile and direct-dial coverage for owner-operated businesses - Stronger Canadian SMB coverage outside the major metros - Saved searches or lists that persist across sessions, so I don't have to rebuild recurring segments **Unexpected benefit** Market sizing. I now use it to validate new verticals, like checking whether a niche is big enough to target in Ontario before I build any outreach.

Vibe Prospecting saves me a huge amount of time. I filter by sector, size, and geographic area and quickly get a list of decision-makers to contact, making my internship search more targeted and efficient. I love its conversational interface, which is very easy to use: I can describe in natural language what I'm looking for and get relevant results without complicated settings. The contact lists arrive quickly, and I can use the tool directly from my AI assistant, which integrates well with my application workflow. The connection via my AI assistant was also very easy, in a few minutes, without complex installation or training. I recommend Vibe Prospecting especially to students and recent graduates looking for an internship or a first job.