The Direct Index
Report · Manchester · scanned 2026-10-21

Panda Takeaway

pandatakeawaystockport.co.uk is hard for agents to use.

Listed by Overture Maps.

CallWebsite

Ways to reach Panda Takeaway directly, with no marketplace in between. Checked 2026-10-21. Report a mistake

347 Buxton Rd, SK2 7NL, Stockport · +441614832845

Nearby, also direct

Places near Panda Takeaway 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 Panda Takeaway's website. It can't find a menu or price list, so it answers from other sites. It finds a way to book or order directly, through center.alidodo.co.uk.

44.6%

29 of 65 points available

0/5

agent-readiness level, Not Ready

5

things 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 23 everyday questions about Manchester and named 142 places. Panda Takeaway wasn't one of them. See who was named →

Where it stands

How Panda Takeaway compares

Where it stands

1,631 of 2,377 in Manchester

Top 69% of the sites scanned in this index. Just above: Mother Hubbards Salford D, Opus One D. Just below: Photong Thai Restaurant D, Tangs D.

What the top 10% of the index doesTop 10%This site
Take bookings or orders on their own domain99%no
Publish the menu or price list as HTML85%no
Let AI crawlers in (no block at the server or in robots.txt)94%yes
Structured data with address, phone and hours49%no
Have an llms.txt28%no

Nearest places with a similar menu

PlaceDistanceGradeDirect booking or ordering
Mayflower chinese1.2 kmFno
Chinese 203 Restaurant chinese1.2 kmByes
Great Wall chinese1.7 kmFno
Red Maple chinese, thai1.7 kmFno
Wok Ever Hazel Grove chinese1.9 kmCno
Treasure City chinese1.9 kmDyes
Peking House chinese2.3 kmByes
Happiness chinese2.4 kmAyes
Peking Garden chinese2.8 kmAyes
Simply Wok chinese2.8 kmFno
Businesses like yours

Businesses like Panda Takeaway in Manchester

GroupSitesAvg scoreA or BThis site
Businesses of the same kind in Manchester2,37755%33%44.6%

After the top fixes

With the three fixes above (No structured data for the business; Ordering through an unrecognised third party; No menu or price list found), the score would be about 92.3%. That would be 72nd of 2,377 in Manchester, up from 1631st.

Findings

What to fix first

  1. No structured data for the business +15 points

    Add schema.org JSON-LD for the business (Restaurant, LocalBusiness or the closest type, with name, address, telephone and openingHoursSpecification, plus servesCuisine and acceptsReservations). Every assistant reads this block first, and the fix kit below has it filled in. How to fix it

  2. Ordering through an unrecognised third party +9 points

    Check that the provider keeps your business as the seller of record. How to fix it

  3. No menu or price list found +7 points

    Agents answer 'what do they offer?' from marketplaces instead. Add a page with the menu or price list and link to it from the homepage. How to fix it

  4. Almost no text without JavaScript +2 points

    Crawlers that don't run scripts see an empty page. Put the menu, hours and address in plain HTML. How to fix it

  5. No llms.txt no points, but worth doing

    Optional for now and cheap to add. It's a short text file that describes the business for language models. 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 Manchester. List your agency or yourself. It's free, and every listing is reviewed by hand.

Already right

  • robots.txt lets AI crawlers in There's no robots.txt, which means everything is allowed.
  • AI crawlers get the page GPTBot, ClaudeBot and PerplexityBot all got a normal response.

Builder: unknown · almost no text without JavaScript · 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