Fresh local data
for AI agents.
Pawlo lets businesses publish current hours, offers, availability, policies, events, and specialties once. Connected AI agents can fetch that verified data through MCP/API, so local recommendations stay accurate and specific.
You
"Find me a dog daycare in Calgary that's patient and caring with shy dogs"
Pawlo
Riverside Pet Daycare is your best match. Shy dog specialists, individual intro days, kennel-free, outdoor potty breaks, daily pack walks. Space this week.
MCP Protocol
An API your AI
can actually use.
Pawlo exposes a Model Context Protocol server your agents can query directly. Fetch structured profiles, offers, menus, events, and availability without scraping stale pages.
// Find a matched provider in milliseconds
{
"name": "fetch_deals",
"arguments": {
"sector_id": "/food/restaurant",
"location": "Calgary",
"attributes": {
"cuisine": "Italian"
}
}
}Response · 8ms
3 restaurants matched · Hillside Bistro, Calgary · Full identity returned — no match required.
Business data that
stays current.
AI assistants can only answer with the data they can reach. The problem is not that your information is hidden; it is that it changes faster than crawlers, directories, and cached search results can keep up.
Pawlo gets updates directly from businesses, structures them, and makes them queryable for connected agents. No scraping loop, no stale listing, no guessing.
Live Offers
Current specials, inventory pushes, and timely opportunities.
Current Hours & Policies
The real answer, not what Google cached three months ago.
Seasonal Nuance
What's available this week — not what was true last season.
Web Scraper
name: Hillside Bistro
phone: 587-555-0172
hours: Mon–Sun 11am–10pm
rating: 4.6 ★
Pawlo
name: Hillside Bistro
hidden_strength: "Walk-ins welcome until 9pm"
wants_more_of: "Date night reservations"
tonight_signal: "Prix fixe menu, $65/head"
expires_at: "2026-02-28"
The Hallucination Tax
Every business pays
the hallucination tax.
When AI cannot find current structured data about a business, it often fills the gap from stale pages, old listings, and generic summaries. Wrong hours, outdated menus, invented specialties, and stale prices all come from the same source: local data that is not kept fresh.
The wrong hours
AI tells a customer you're open until 10pm. You closed at 8. They drive across town for nothing. You get the 1-star review.
The invented specialty
AI claims you specialize in exotic breeds. You don't. The customer arrives expecting expertise you never advertised.
The stale price
AI quotes last year's pricing. Customer expects $40. You charge $65. Trust is gone before the conversation starts.
Pawlo reduces the guesswork. When agents can fetch verified, current data, they can answer with your real hours, prices, policies, availability, and specialties.
Update Velocity
No IT ticket.
No wait. No lag.
visiting any website.
Your update doesn't just need to be fast — it needs to reach the AI directly, because the user never will.
Traditional channels
Total: 3–6 weeks before AI knows
Pawlo
Total: < 5 minutes
Event goes live
Organizer posts on Facebook and hopes the algorithm shows it. AI assistants may never see it.
Organizer sends Pawlo the details. Connected agents can find it immediately.
Hours or policy changes
GBP still shows the old policy six months later. AI tells customers the wrong thing.
One message. Corrected in Pawlo and available to connected agents the same day.
Seasonal offer goes live
OTAs don't handle time-bounded nuance. It's buried in a blog post nobody reads.
Live in December. Expired in March. Agents using Pawlo see the seasonal version.
For AI Builders
Three calls. That's it.
Resolve the sector
→ /food/restaurant
Fetch live data
→ 3 deals matched · full identity returned
Match (protected sectors only)
→ automotive & wholesale only · match fee billed
For AI Builders
Give your agent
current local context.
Your AI product needs local data to answer recommendation, availability, and discovery questions. Pawlo delivers structured business data through MCP/API.
For Business
Keep AI accurate
about your business.
Join free. Send your hours, offers, availability, and policies however works best. When agents using Pawlo know the current version, they can recommend you accurately.
The live local data layer
for AI agents.
Give agents the local business data they need to answer clearly: current, structured, and sourced from the people who know it.
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