Most chosen option
Toptal
Toptal is the brand AI reaches for most often when it needs to recommend one option quickly.
AI Search Intelligence
Buyer-choice queryDirectional signal
How AI answers: Find Shopify experts to build custom features for my store
See how AI assistants respond when buyers search for this question.
For "Find Shopify experts to build custom features for my store", AI assistants most often recommend Toptal (100% visibility in this sample), with recommendations driven by Integrations and Customer support.
AI is using this query like a shortlist request. The strongest answers reward clear buyer fit, especially around Integrations and Customer support.
Top signal: IntegrationsSecondary: Customer supportCategory: Developer Services
How AI weighs brands for this query
What AI thinks of Toptal, Krish, Fiverr, Upwork for this query
Best-fit signal
Integrations
The recommendation pattern is mostly explained by how clearly each brand is associated with Integrations.
What to publish
Answer buyer-fit questions directly
Create pages that say who your product is for, who it is not for, and what proof supports that claim.
Evidence behind the recommendation pattern
These excerpts show what the model is leaning on when it turns the query into a recommendation.
Sample 1
Find Shopify experts through the official Shopify Partners directory, which lists certified developers and agencies.
Toptal
Toptal is repeatedly tied to Integrations in this sample.
Brands most often mentioned
These are the brands AI reaches for when it needs to recommend an option quickly.
Most visible
Toptal
100% visibility · 1/1 sampled responses
Toptal is presented as a developer services option and frequently surfaces for this query. AI responses most often connect Toptal with Integrations, which drives recommendation frequency.
Appears in sampled answers
Krish
0% visibility · 0/1 sampled responses
Krish is presented as a developer services option and shows up in selected answers for this query. AI responses most often connect Krish with Customer support, which drives recommendation frequency.
Appears in sampled answers
Fiverr
0% visibility · 0/1 sampled responses
Fiverr is presented as a developer services option and shows up in selected answers for this query. AI responses most often connect Fiverr with Custom App Development, which drives recommendation frequency.
What AI uses to make a recommendation
The signal here is still directional, so this section focuses on what is beginning to show up rather than pretending the pattern is settled.
Signal is limited for this query right now. Treat this page as directional and use deeper analysis before making a large content decision.
How visible Toptal is in AI for this query
Signal is limited for this query right now. Treat this snapshot as directional and run a deeper analysis for stronger confidence.
ToptalMentioned
1/1 sampled responses
KrishNot mentioned
0/1 sampled responses
FiverrNot mentioned
0/1 sampled responses
UpworkNot mentioned
0/1 sampled responses
AI visibility measures how frequently each brand appears in AI assistant responses for this query.
How to become the recommended choice
- State exactly who your product is for on the page targeting "Find Shopify experts to build custom features for my store".
- Back the Integrations claim with specific customer examples, metrics, or screenshots.
- Create follow-up comparison content against Toptal once the buyer-fit page is live.
Related guides
Keep exploring the query set
Understand your brand's AI recommendations
Readable analyzes thousands of AI assistant responses to understand how brands appear in AI-driven discovery.