How AI answer engines name Nextdoor
Data through November 9, 2026
Across 1,039 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Local Services between May 10, 2026 and November 9, 2026, Nextdoor was named in 33 (3.2%). That share is the 4th highest of the 11 brands this record lists under Local Services. Among engines and question types with at least 100 answers, Nextdoor was named most on Gemini, 15.3% (31 of 203), and least on ChatGPT, 0.0% (0 of 270); most on "Is it worth it" questions, 6.4% (11 of 173), and least on "Problem first" questions, 0.0% (0 of 179).
By engine
Answers each engine gave to buyer questions about Local Services, and how many of them named Nextdoor.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 270 | 0.0% |
| Claude | 2 | 263 | 0.8% |
| Gemini | 31 | 203 | 15.3% |
| Perplexity | 0 | 270 | 0.0% |
| Google AI Mode | 0 | 24 | 0.0% |
| Google AI Overviews | 0 | 9 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 5 | 170 | 2.9% |
| Ranked list | 2 | 176 | 1.1% |
| Head-to-head | 4 | 170 | 2.4% |
| Is it worth it | 11 | 173 | 6.4% |
| How to choose | 11 | 171 | 6.4% |
| Problem first | 0 | 179 | 0.0% |
Question types within each engine
The same home-category sample, separated by engine and question type. Named counts a name match, not an endorsement. Zero means no name match in the stored answers shown; an omitted type has no stored answers, not a zero mention rate. These pooled historical counts are not a controlled engine comparison: prompts, models, collection routes and sampling frequencies can differ. They are not buyer demand or a movement measure.
ChatGPT
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 45 | 0.0% |
| Ranked list | 0 | 46 | 0.0% |
| Head-to-head | 0 | 44 | 0.0% |
| Is it worth it | 0 | 45 | 0.0% |
| How to choose | 0 | 45 | 0.0% |
| Problem first | 0 | 45 | 0.0% |
Claude
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 45 | 0.0% |
| Ranked list | 1 | 39 | 2.6% |
| Head-to-head | 0 | 44 | 0.0% |
| Is it worth it | 0 | 45 | 0.0% |
| How to choose | 1 | 45 | 2.2% |
| Problem first | 0 | 45 | 0.0% |
Gemini
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 5 | 31 | 16.1% |
| Ranked list | 1 | 39 | 2.6% |
| Head-to-head | 4 | 34 | 11.8% |
| Is it worth it | 11 | 31 | 35.5% |
| How to choose | 10 | 31 | 32.3% |
| Problem first | 0 | 37 | 0.0% |
Perplexity
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 45 | 0.0% |
| Ranked list | 0 | 46 | 0.0% |
| Head-to-head | 0 | 44 | 0.0% |
| Is it worth it | 0 | 45 | 0.0% |
| How to choose | 0 | 45 | 0.0% |
| Problem first | 0 | 45 | 0.0% |
Google AI Mode
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 3 | 0.0% |
| Ranked list | 0 | 6 | 0.0% |
| Head-to-head | 0 | 3 | 0.0% |
| Is it worth it | 0 | 4 | 0.0% |
| How to choose | 0 | 4 | 0.0% |
| Problem first | 0 | 4 | 0.0% |
Google AI Overviews
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 1 | 0.0% |
| Head-to-head | 0 | 1 | 0.0% |
| Is it worth it | 0 | 3 | 0.0% |
| How to choose | 0 | 1 | 0.0% |
| Problem first | 0 | 3 | 0.0% |
Week by week
Nextdoor was named in at least one answer in 6 of the 7 weeks on record; the latest was the week of October 26, 2026.
Each week's answers to buyer questions about Local Services, Monday to Sunday, newest first, and how many of them named Nextdoor. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 58 | 0.0% | |
| 1 | 115 | 0.9% | |
| 1 | 133 | 0.8% | |
| 4 | 152 | 2.6% | |
| 9 | 201 | 4.5% | |
| 9 | 200 | 4.5% | |
| 9 | 180 | 5.0% |
Named first
When an answer named Nextdoor alongside another brand in this record, it was named first in 7 of 11 (63.6%).
Named alongside
- Bureau: named together in 5 answers
- Care.com: named together in 2 answers
- Checkr: named together in 2 answers
- Tree Scouts: named together in 2 answers
Other sources the engines cited when they named Nextdoor
Domains other than Nextdoor's own sites, ranked by the number of answers that named Nextdoor and cited each domain. Own-site citations are shown separately below.
| Domain | Answers |
|---|---|
| reddit.com | 10 |
| sparklymaidsandiego.com | 10 |
| americashousekeeping.com | 9 |
| care.com | 8 |
| thumbtack.com | 6 |
| aprillanescleaning.com | 5 |
| uplevelcleaning.com | 5 |
| whbcleaning.com | 5 |
| angi.com | 4 |
| greencleaningseattle.com | 4 |
Nextdoor's own site (nextdoor.com) was cited in 0 of 33 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Nextdoor, nextdoor.com was cited in 2 of 37,536 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on nextdoor.com before it grades or ranks it.
Across every Local Services buyer question, not only the answers that named Nextdoor, the Machine Relations Index ranks which sources AI engines cite for Local Services questions.
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Window-to-window brand movement is unmeasured. The stored counts do not establish unchanged prompts, collection instruments and sampling weights across periods. Historical counts and weekly rows are descriptive, not a matched trend.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend Nextdoor?
ChatGPT did not name Nextdoor in any of its 270 answers to buyer questions about Local Services between May 10, 2026 and November 9, 2026.
Which sources do AI engines cite when they mention Nextdoor?
Excluding Nextdoor's own sites, the domains cited most often in answers that named Nextdoor were reddit.com (10 answers), sparklymaidsandiego.com (10 answers) and americashousekeeping.com (9 answers). Nextdoor's own site (nextdoor.com) was cited in 0 of 33 (0.0%).
Which AI engine names Nextdoor most often?
Gemini, at 15.3%: it named Nextdoor in 31 of 203 answers to buyer questions about Local Services.