goodlookup

Name: goodlookup - AI Visibility Score
Creator: Engagemii
Published: 2026-07-01T08:41:07.905Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

AEO Score: 3/10

Monitoring for AI engine activity

In the Engagemii AEO index

goodlookup.com

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can actually read your site and cite it in answers. Two-thirds of websites are invisible to them. goodlookup just got measured.

3/10 means goodlookup is currently invisible to AI search. Most AI assistants will not cite your brand when asked about your category. Claiming and applying the fixes below is the fastest way to change that.

About goodlookup

Search this siteEmbedded FilesSkip to main contentSkip to navigationgoodlookupHomeInsightsFuzzy MatchingSupportContactPrivacyTerms of ServicegoodlookupHomeInsightsFuzzy MatchingSupportContactPrivacyTerms of ServiceMoreHomeInsightsFuzzy MatchingSupportContactPrivacyTerms of ServiceYearly SubscriptionUS $15 per yearSubscribeGoodlookup is a smart function for spreadsheet users.

Key Topics

Goodlookup is a smart function for spreadsheet users. It’s a pre-trained model that has the intuition of GPT-3 and the join capabilities of fuzzy matching. Use it like vlookup or index match to speed up your topic clustering work in google sheets!

Here's how to start:

1. Subscribe! You must be subscribed.

2. Install goodlookup from the google workspace maketplace here!

3. Use this example and activate the function in the sheet menu > extensions > manage add-ons > goodlookup

The main limitation of traditional fuzzy matching is that it doesn’t take into consideration similarities outside of the strings. Topic clustering requires semantic understanding. Fortunately, recent advances in NLP technology have unlocked new possibilities with text data. Goodlookup is a smart function for spreadsheet users that gets very close to semantic understanding.