Retail media platforms · RankedInstacart Ads
Instacart Ads is a retail media platform from Instacart that lets brands advertise to grocery delivery shoppers, including placements in recipe feeds and grocery lists · instacart.com ↗
Why models recommend it
“Major, established networks like Amazon Ads, Walmart Connect, Target Roundel, Kroger Precision Media, and Instacart Ads have the most mature technology”MiniMax M2.5 · Negative question · first choice
“Instacart has evolved from a grocery delivery app into one of the most powerful retail media platforms in the grocery and FMCG space”Claude Haiku 4.5 · Comparative question · alternative
“If you’re grocery/natural and are in Instacart → Instacart Ads offers no minimum self-serve with the lowest bid floors.”Muse Glimmer 30B · Budget-constrained question · alternative
“use agnostic marketplaces (e.g., via Instacart Ads or Criteo Retail Media) for broader reach without full dependency”Grok 4.20 · Negative question · alternative
What gives them pause
“all other networks (Target Roundel, Kroger Precision Marketing, Instacart Ads, and dozens of smaller players) are fighting over roughly 12% of the pie”DeepSeek V4 Flash · Negative question · warning
“considered an "accepted challenger" rather than a leader, which may mean it's not the best fit for all advertisers”Mistral Small · Negative question · warning
“Niche focus; less ideal for broad retail.”Grok 4.20 · Budget-constrained question · warning
Also on the shortlist
The products named in the same answers as Instacart Ads, over the 70 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 68 | 11 | View → | |
| 59 | 44 | View → | |
| 52 | 0 | View → | |
| 39 | 0 | View → | |
| 18 | 0 | View → | |
| 15 | 2 | View → | |
| 9 | 3 | View → | |
| 9 | 1 | View → | |
| 9 | 0 | View → | |
| 9 | 0 | View → |
What the models named instead of Instacart Ads →
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 67 of the 70 answers that named Instacart Ads and are not a share of its labels.
Domains cited
177 of the 192 domain citations in answers naming Instacart Ads came from a third party's page. Fifteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 0 | 1 | 0 | 1 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 1 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 0 | 0 | 2 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Report or ebook | 23 | 1 | 2026-07-09 | ||
| Template or tool | 11 | undated | |||
| Blog | 9 | undated | |||
| Case study | 6 | undated | |||
| News or press | 2 | 1 | 2026-09-09 | ||
| Comparison | 1 | undated | |||
| Glossary or explainer | 1 | undated |
Most recent
- 2026-09-09Meet clementine instacart s ai shopping assistant that takes what s for dinner off your plate news or press
- 2026-07-09White paper turning the perimeter into a profit engine report or ebook
How it is countedHide how it is counted
Every page instacart.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.