Kroger Delivery Appears in 33.5% of AI Answers. Here's Our Five-Step Plan to Improve Its AI Visibility.

Mark HuntleyBy Mark HuntleyFounder and CEO
9 minutes read

Key Takeaways

  • Kroger Delivery is mentioned in 33.54% of benchmark answers, but only recommended in 11.81%, showing a gap between awareness and endorsement.
  • The report uses the current month as a baseline because there is no verified prior-period comparison for Kroger Delivery.
  • Priority work starts with verifying claims, then reviewing high-citation third-party pages and Kroger-owned pages for accuracy and coverage.
  • Buyer questions cluster around pricing, delivery fees, and where to order groceries online, which points to the most useful content briefs.

Answer Capsule

In November 2026, Kroger Delivery appeared in 159 of 474 AI answers included in the Grocery Delivery Services benchmark (33.54%). It received 56 recommendations (11.81%), with 26 Top 3 placements and 2 first-place recommendations. A mention means the company appeared in an answer; a recommendation means the answer affirmatively endorsed it.

Our plan compares the company with its competitors, checks conflicting AI claims against reliable sources, and identifies website pages, third-party sources and buyer questions to address. The historical results show how the figures changed across available months. Different monthly samples limit those comparisons, and conflicting AI claims require verification before corrections are proposed.

Current AI visibility

Questions This Section Answers

  • How do Kroger Delivery mentions, recommendations and placements compare with its Grocery Delivery Services peers?

Kroger Delivery recorded 159 mentions (33.54%) and 56 recommendations (11.81%) across 474 answers included in the benchmark. Top 3 placements numbered 26; first-place recommendations numbered 2. Framing among its mentions was 56 positive, 102 neutral and 1 negative.

Rank

Company

Mentions

Mention rate

Recommendations

Recommendation rate

Top 3

Top 3 rate

#1

#1 rate

1

Amazon

465

98.10%

400

84.39%

341

71.94%

50

10.55%

1

Walmart

456

96.20%

400

84.39%

353

74.47%

166

35.02%

3

Instacart

474

100.00%

390

82.28%

364

76.79%

175

36.92%

4

Shipt

323

68.14%

241

50.84%

71

14.98%

1

0.21%

5

Thrive Market

215

45.36%

205

43.25%

16

3.38%

4

0.84%

6

Misfits Market

176

37.13%

168

35.44%

20

4.22%

2

0.42%

7

Gopuff

137

28.90%

112

23.63%

18

3.80%

5

1.05%

8

FreshDirect

115

24.26%

101

21.31%

13

2.74%

4

0.84%

9

Kroger Delivery

159

33.54%

56

11.81%

26

5.49%

2

0.42%

10

Imperfect Foods

43

9.07%

24

5.06%

6

1.27%

1

0.21%

Kroger Delivery appears in roughly a third of the answers, so the brand is present in the conversation. The gap sits between being mentioned and being endorsed: recommendations are far fewer than mentions, and first-place finishes are rare. Reach and endorsement are separate measures here, and the report treats them that way.

For a grocery delivery brand, that pattern suggests the name is familiar but not the default pick. The agency would build a scorecard that tracks mentions, recommendations and placement as distinct lines, so progress in one is not mistaken for progress in another.

What changed since last month

Questions This Section Answers

  • How did Kroger Delivery counts and coverage differ across the available monthly snapshots?

Metric

Nov 2026

Mentions

159 / 474 (33.54%)

Recommendations

56 / 474 (11.81%)

Top 3 recommendations

26 / 474 (5.49%)

#1 recommendations

2 / 474 (0.42%)

Only months with verified results are shown. Monthly sample coverage is listed in Methodology.

There are insufficient usable monthly observations for a prior-period comparison.

This is the first verified monthly reading for Kroger Delivery, so there is no prior period to compare against. The report shows a single selected sample rather than a trend, and the earlier months measured different company sets, which keeps them out of the comparison.

That means the current figures are a starting line, not a movement. The agency would treat this month as the baseline and set up the next reading so future changes can be described against a like-for-like sample.

AI recommendation trend

Observed recommendation rate (%), Nov 2026

  • Kroger Deliveryno change
    Nov 202611.81%

Separate selected monthly samples. Missing points are unavailable, not zero. Provider/prompt equivalence is unverified; rate movement does not demonstrate causation.

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Step 1. Measure

Questions This Section Answers

  • What should the agency measure and verify first for Kroger Delivery?

AI answers contained 0 conflicting claims about Kroger Delivery: 0 critical, 0 high, 0 medium, 0 low. Of these, 0 were rated critical or high priority; the critical claims are included in that total. These ratings help prioritize fact-checking. They do not establish that a company or publisher made an error.

No conflicting claims about Kroger Delivery were recorded in the captured answers, so there is nothing to fact-check from this month's evidence. That is a clean starting position, not proof that every statement about the company is accurate.

The agency would still build a visibility comparison and a short list of claims worth checking, each with an owner and an evidence requirement. This gives the client a clear priority order and keeps fact-checking separate from any judgment about whether a publisher got something wrong.

Step 2. Make the website consistent

Questions This Section Answers

  • Which recorded claim differences about Kroger Delivery should be verified before proposed page edits?

No results are available for this part of the analysis.

Both columns quote AI answers, not verified company facts. Resolve the entity, date and source before deciding whether a correction is warranted; different dates can explain an apparent conflict.

This part of the analysis returned no results, so there are no disputed topics to work from yet. The report cannot say which AI statement, if any, is correct, and it should not try to.

The agency would first confirm the entity, the date and the source behind any claim that surfaces later. Only after that check would it draft conditional page briefs, and only where the company's own verified facts support a change.

Step 3. Align the external narrative

Questions This Section Answers

  • Which cited third-party pages are relevant to fact review for Kroger Delivery?

Cited page selected for review

Citation appearances in all captured answers

Answers mentioning the company

Conflicting claims linked to this page

https://cnet.com/home/kitchen-and-household/best-grocery-delivery-service/

242

58

0

https://fortune.com/article/best-grocery-delivery-services/

110

38

0

https://owndeliv.com/grocery-delivery-apps-in-the-usa-the-complete-2026-guide

47

26

0

https://owndeliv.com/top-10-online-grocery-delivery-apps-in-the-usa-in-2026

43

24

0

https://savingsgrove.com/blogs/guides/grocery-delivery-comparison

32

22

0

https://healthline.com/nutrition/best-grocery-delivery

73

21

0

These pages were selected because they relate to the company in the captured answers. Their current contents still need checking before any correction request. A page linked to a conflicting claim is not necessarily its cause, and the same answer may contribute to more than one row.

The cited pages include large general comparison guides alongside smaller specialist sites. Citation counts show where the brand is referenced, not whether those pages shaped any answer or contain errors. Each page needs a current read before anything is requested.

The agency would review the highest-appearance pages first, confirm what they say now, and prepare evidence-backed requests only where a genuine gap exists. Publishers keep control of their content, so requests are framed as information, not corrections.

Step 4. Optimize priority company pages

Questions This Section Answers

  • Which observed Kroger Delivery website pages should receive review briefs?

Company website page

Citation appearances in all captured answers

Benchmark answers citing the page

Recommending answers citing the page

https://kroger.com/i/ways-to-shop/delivery

9

6

4

https://kroger.com/i/hc/help/faqs/ways-to-shop/delivery

2

0

0

https://kroger.com/i/payment/snap-ebt-online-orders

2

0

0

https://kroger.com/i/ways-to-shop/delivery/kroger-delivery

2

0

0

https://kroger.com/pr/boost

2

2

0

https://kroger.com/rp/grocery-delivery

2

1

1

https://ir.kroger.com/news/news-details/2025/Get-Dinner-on-the-Table-Fast-with-Express-Delivery-from-Kroger/default.aspx

1

1

1

https://kroger.com/

1

1

1

The company's website was cited 44 times across 31 distinct page addresses; the table shows 8 pages selected for review. Zeros in the answer columns mean no matching answers were recorded. A cited page is not automatically a page that accompanied a recommendation.

The company's own pages are cited, but the delivery page carries most of that attention while several others drew little or none. A cited page is not automatically one that accompanied a recommendation, so the numbers describe reference, not influence.

The agency would prepare page briefs for the priority pages using approved company facts and the questions buyers actually ask. Each brief would note what the page should answer and what evidence supports it, leaving current page contents to be checked first.

Step 5. Publish around buyer questions

Questions This Section Answers

  • Which observed buyer questions support content briefs for Kroger Delivery?

Question observed in the research

Benchmark answers to this question

Company mentions

Company recommendations

What are the best websites for online groceries?

5

3

2

Where is the best place to order groceries online?

6

3

2

Where is the cheapest place to get groceries delivered?

4

3

2

Who has the lowest delivery fee for groceries?

4

3

2

What app is cheaper to order groceries?

3

2

2

groceries stores that deliver

2

2

2

which grocery stores deliver

2

2

2

What is the best online grocery delivery service?

4

3

1

These are recorded answer observations, not search volume, verified demand, or proof of missing website content.

The recorded questions cluster around cost, delivery fees and where to order online. Kroger Delivery is mentioned in most of these answer sets and recommended in several, which suggests the brand is in the consideration set for price-led questions.

These are answer observations, not search demand. The agency would check existing coverage before proposing anything new, then draft buyer-question briefs on fees, cheapest options and app comparisons where a genuine gap is confirmed.

Our 90-day action plan

Questions This Section Answers

  • How should the agency sequence the proposed Kroger Delivery work and judge completion?

Period

Deliverable

Completion criterion

Days 1–30

Baseline scorecard, scoped fact-review register and page/source shortlist

Each record has an owner, evidence requirement and review status

Days 31–60

Approved page briefs and justified publisher requests

Separate confirmed edits, no-change decisions, requests and responses

Days 61–90

Buyer-content briefs and a fresh scorecard

Record work completed separately from measured answer outcomes and comparability limits

The first month sets the baseline scorecard, a scoped fact-review list and a shortlist of pages and sources, each with an owner and review status. The second month turns approved briefs into justified publisher requests, with confirmed edits, no-change decisions and responses recorded separately.

The final month adds buyer-content briefs and a fresh scorecard. Completed work is logged apart from measured answer outcomes, because delivering the work does not guarantee a visibility gain.

Methodology

Questions This Section Answers

  • How are Kroger Delivery answer metrics and citation populations defined?

This report covers 2026-11. The exact dates when the original AI answers were collected have not been verified. The visibility rates use 474 answers that met the benchmark's inclusion rules. A company is recommended only when the answer both endorses it and uses positive wording. Top 3 and first-place counts are part of those recommendations, not extra recommendations.

An answer can mention or recommend several companies, so company counts cannot be added to find the number of distinct answers. The net sentiment score is positive minus negative mentions, divided by all company mentions; it describes answer wording, not customer satisfaction.

The wider citation analysis covers 800 captured answers and 4817 appearances of cited URLs. Citation appearances across all captured answers differ from the number of benchmark answers citing a page and the number that also recommend a company. The current contents of cited pages and disputed company claims still need independent verification.

Monthly sample coverage:

Reporting month

Answers included

AI services covered

Services

Nov 2026

474

6

ChatGPT, Copilot, Gemini, Google AI Mode, Google AI Overviews, Perplexity

July 2026 measured a different set of companies, so it is excluded from this comparison. August 2026 measured a different set of companies, so it is excluded from this comparison. September 2026 measured a different set of companies, so it is excluded from this comparison. October 2026 measured a different set of companies, so it is excluded from this comparison.

The answer samples differ between months. These comparisons show how the recorded results changed; they do not establish why they changed.

The answers were collected for the stated month, though exact collection dates are unverified, and only answers meeting the inclusion rules count toward the rates. A recommendation requires both an endorsement and positive wording, and placement counts sit inside recommendations rather than adding to them.

Answers can name several companies, so counts cannot be summed into distinct answers. Cited pages and any disputed claims still need independent checking, and the monthly samples differ, so changes are described without a cause.

Our first three priorities

First, confirm the baseline: lock the scorecard so mentions, recommendations and placement are tracked separately from this month forward. Second, review the most-cited comparison pages for their current content and prepare evidence-backed requests only where a real gap is confirmed.

Third, check existing coverage of the cost and delivery-fee questions before commissioning buyer-content briefs. Each step has an owner and an evidence requirement, and none of it should be read as a promised visibility gain.

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Understanding AI search visibility.

AI search experiences create answers by pulling information from many places online and summarizing it into a single response.

What Is AI Citation Intelligence?
AI citation intelligence is the process of measuring where AI platforms source their information and how frequently a brand is mentioned or referenced in AI-generated responses. Because LLMs synthesize across multiple sources, the sites and brands that appear repeatedly tend to influence how a topic or company is framed. This practice focuses on identifying which sources shape AI outputs and tracking brand visibility across different AI systems.
What Is Citation Architecture?
Citation architecture describes the set of sources that consistently inform how AI systems talk about a brand, product, or topic. LLMs draw from websites, articles, forums, and public discussion, and the sources they rely on most often become the backbone of their answers. Building strong citation architecture means ensuring that accurate, credible, high authority sources are the ones most likely to shape the way AI tools summarize and recommend a brand.
What Is Generative Engine Optimization?
Generative engine optimization (GEO) is the practice of improving the chances that AI systems use and cite your brand or content when generating answers. While traditional SEO is centered on ranking pages in search results, GEO focuses on how LLMs retrieve, interpret, and combine information when responding to a question. The objective is to strengthen the content and sources AI systems rely on, so your brand is treated as a trusted reference in AI responses.
What Is AI Share of Voice?
AI share of voice tracks how often a brand appears in AI-generated answers compared with competitors in the same category. It reflects visibility across AI platforms such as ChatGPT, Gemini, Claude, and Perplexity. Monitoring AI share of voice helps organizations see whether AI systems consistently include and recommend their brand for key queries or whether competitor brands are showing up more often.

About The Author

Mark Huntley

Mark Huntley

Founder and CEO

Mark Huntley, J.D. is founder of CiteWorks Studio, a strategic advisory focused on visibility, authority, and recommendation presence in AI-shaped search environments. His work centers on embedding-level GEO, vector optimization, and cosine gap engineering — helping brands align their digital presence with the retrieval systems that increasingly shape discovery, interpretation, and choice.

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