Follow the recommendation back to its source.

Buyer questions, original answers, citations and agreed website changes belong in one record.

01

Buyer questions

Cloud or self-hosted CRM for a small team?

Agree on needs, language, region and platforms.

02

Answer review

Mentioned—and described correctly?

Keep the original answer; verify facts and sources.

03

Comparable checks

How do other brands appear in the same answers?

Use the same question set and conditions; state the sample.

04

Website changes

Which page needs clearer information?

Confirm facts, edit agreed pages and document the next check.

Every observation leads back to a record.

Mentions
Valid answers mentioning the brand / all valid answers
Order
Recorded only when the answer explicitly ranks items; otherwise N/A
Accuracy
Checked product facts marked correct, incorrect or unresolved
Sources
Citation URL, access date and support for the relevant claim

A sample is not market share. Mentions, answer order and sales are separate observations. Platforms and frequency are agreed per project.

More than “your site is optimized.”

  1. Buyer questions and original answers
  2. Source checks and a concrete issue list
  3. Agreed page changes with a change log
  4. Follow-up records and next actions
View the delivery checklist ↗

Direct contact. Defined scope. Checkable evidence.

RecoLane is an independent service practice for AI search information checks and website content improvements. We learn about your business before agreeing on a project scope. Work is currently delivered as a project service.

Client information is used within the agreed scope. Names, original answers and project results are not published without permission.

Common questions

Can you guarantee an AI recommendation?

AI answers change. We don’t guarantee a fixed ranking or sales. We agree on the pages and checks before starting.

How do you agree on scope and pricing?

Send your website, product and target market. We agree on platforms, pages and follow-up checks before discussing a project quote.

How do we approach China and overseas markets?

Platforms agreed for each project.

How do you measure AI search performance?

Within an agreed question sample, we separately record brand mentions, explicit answer order, product facts and citation sources. Original answers and denominators are preserved. A single answer or technical check is not evidence of a sale.

What do I need to prepare?

Your website, verified product facts and limitations, target market, buyer questions and permission to edit the agreed pages. We also agree on platforms, page scope and the follow-up timing.

Do you offer self-service monitoring software?

We currently deliver information checks, agreed website changes and follow-up checks as scoped projects. Platforms and deliverables are confirmed first. We do not advertise software features that are not available.

A product, a website, an idea?

A link, a product, a half-formed idea… send it over. Let’s see how AI recommendations could help.

Chat on WeChat ↗