The Direct Index
Report · Kansas City · scanned 2026-11-13

Le Fou Frog

lefoufrog.com is mostly ready for agents.

Listed by OpenStreetMap · Overture Maps.

BookMenuCallWebsite

Ways to reach Le Fou Frog directly, with no marketplace in between. Checked 2026-11-13. Through spoton acting for the business. Report a mistake

Hours, from OpenStreetMap · Overture Maps: Mon closed · Tue–Thu 17:00–21:00 · Fri–Sat 17:00–22:00 · Sun 17:00–21:00

400 East 5th Street, Kansas City, MO 64106 · +1-816-474-6060

Nearby, also direct

Places near Le Fou Frog that take a booking or an order on their own website, with no marketplace in between.

Owners

The website's grade

An AI assistant can open Le Fou Frog's website. It can read what Le Fou Frog offers. It finds a way to book or order directly, through SpotOn.

83.1%

54 of 65 points available

1/5

agent-readiness level, Basic Web Presence

1

thing to fix

Provisional, with the action test and the assistant citation check still to come. The hatched part of the bar isn't measured yet.

See what an AI agent reads on this site →

Assistants

What assistants answer

Each assistant gets three questions about this business: the official website, where to book and where to order. Each cell shows where the answer sent people.

The assistants haven't been asked about this business yet. They're asked about the top-ranked businesses in each city index, and about any business as soon as it's claimed. Claim this page to be included.

The assistants were asked 22 everyday questions about Kansas City and named 89 places. Le Fou Frog wasn't one of them. See who was named →

Where it stands

How Le Fou Frog compares

Where it stands

150 of 683 in Kansas City

Top 22% of the sites scanned in this index. Just above: Cupini's B, Gram & Dun B. Just below: Scott’s Kitchen B, Twin Peaks B.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain100%yes
Publish the menu or price list as HTML91%yes
Let AI crawlers in (no block at the server or in robots.txt)99%yes
Structured data with address, phone and hours66%no
Have an llms.txt36%yes

Compared with its peers

Average scoreA or BThis site
Sites built with Wix 54,213 sites52%29%83.1%
Sites using SpotOn 2,830 sites78%68%83.1%

Nearest places in the index

PlaceDistanceGradeDirect booking or ordering
Nguyen Pho+Grill140 mAyes
City Diner175 mCno
Twenty 20 Restaurant american175 mDno
Sushi Nami River Market sushi184 mAyes
Pammy Sue's Salsa192 mDno
Brown & Loe american210 mCno
Enzo italian248 mByes
Kansas City Taco Company259 mAyes
Phikul Thai Bistro thai271 mFno
Blue Nile Cafe ethiopian272 mCyes
Businesses like yours

Businesses like Le Fou Frog in Kansas City

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Kansas City68363%45%83.1%
Sites built with Wix in Kansas City3172%55%83.1%
Sites using SpotOn in Kansas City5076%68%83.1%
Sites built with Wix and using SpotOn in Kansas City183%100%83.1%

After the top fixes

With the fix above (Structured data is incomplete), the score would be about 87.7%. That would be 98th of 683 in Kansas City, up from 150th.

Findings

What to fix first

  1. Structured data is incomplete +3 points

    Missing: opening hours. How to fix it

Send the fixes to your web person

One email with the fixes and the link. Nothing is stored.

No one is listed yet to fix this in Kansas City. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in No rule blocks the main AI user agents.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.
  • Structured data found (Restaurant) address, phone
  • Menu or price list is an HTML page Agents can read the items and prices.
  • Booking through spoton on your own domain There's no marketplace commission, and the customer stays yours.

Builder: wix · contact page /directions: nothing new; menu page /menus: nothing new · What to paste

Owners

Own this business?

Claiming is free and takes one email to confirm. Then you can correct what assistants are told, and you get a message only when the score changes.

· Markdown · Dispute a check

Keep watching this business: the assistants are asked again every month, and you see what changed. 2 EUR a month or 19 EUR a year. Deep report: ten questions to each assistant, plus the places nearby. 5 EUR, paid once. Reading and scanning stay free. These few euros pay for the questions sent to the assistants and for the servers.

Show the score

For developers and agents

What agents get, and what the site publishes

The direct record agents get for this business, the rails an agent could transact through, and the agent standards the site publishes. Show the details