Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 13 → 35 of 118
2 categories · RankedSurveySparrow
19Judge labels
1First choices
5Negative labels
11 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
0% in Employee engagement surv for mid-market buyers
Rank 23 of 58 in the mid-market standing
0 of 14 models made it the first choice on the direct prompt; 17% of its 6 labels there were negative.
By buyer segmentRead the same way at every buyer size.
Small business28 of 129
0%4 labels
under the label threshold
Mid-market23 of 58
0%6 labels
under the label threshold
Enterprise14 of 100
2%1 label
under the label threshold
In employee engagement surv · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named SurveySparrow for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Employee engagement surveys | Onboarding and employee experience | 0% | 23 of 58 | 17% | 6 | under 10 labels · led by Culture Amp at 37% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| 360 feedback | Performance and talent management | 0% | 61 of 73 | 50% | 4 | under 10 labels · led by Lattice at 34% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, SurveySparrow held within the floor in all two categories: no change cleared 13 points.
Best category · Employee engagement surv · by segment
Mid-market▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 11 pointsRank 9 → 22 of 53
EnterprisenewNew since September 2026: not ranked then, 2% now.
2%from 0% in September 2026
Inside the floor by 11 pointsRank 11 of 96, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Employee engagement surv | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 23 of 58 |
| 360 feedback | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 20 → 61 of 73 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated SurveySparrow across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated SurveySparrow across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 2 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct0 labelsNone
Paraphrase5 labels1
Comparative3 labels2not counted in share
Budget-constrained6 labelsNone
Scale-constrained1 labelNone
Negative4 labelsNone
First choiceAlternativeMentionNegative19 labels in all, every segment counted; 1 of the 3 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Their Essentials plan is designed for small teams and costs $49/month, providing a cost-effective way” Mistral Small · Employee engagement surv · budget prompt · alternative
“a viable low-cost general alternative starting at $49/month for small teams” Perplexity Sonar · Employee engagement surv · budget prompt · alternative
“Small budget, want nicer UX and survey automation: SurveySparrow” GPT-5.4 mini · Employee engagement surv · budget prompt · alternative
“Affordable and simple → SurveySparrow or Trakstar” DeepSeek V4 Flash · 360 feedback · comparative prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“they typically lack proper anonymity controls and meaningful reporting capabilities required for effective 360 feedback” Mistral Small · 360 feedback · negative prompt · hard negative
“SurveySparrow users report technical difficulties, the mobile user experience could be improved, and customer support may be limited.” Claude Haiku 4.5 · 360 feedback · negative prompt · soft negative
“Pricing is competitive, but may require more setup for advanced analytics” Mistral Small · Employee engagement surv · paraphrase prompt · soft negative
Named alongside
The products named in the same answers as SurveySparrow, over the 19 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SurveySparrow was named but was not.ShowHide
Named alongside
The products named in the same answers as SurveySparrow, over the 19 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SurveySparrow was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named SurveySparrow. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 19 of the 19 answers that named SurveySparrow and are not a share of its labels.
Domains cited
betterworks.com10
firsthr.app9
feedbackpulse.com8
learn.g2.com7
peoplemanagingpeople.com7
surveysparrow.comYour site7
workhuman.com7
engagedly.com6
qualaroo.com6
teamflect.com6
Sixty-six of the seventy-three domain citations in answers naming SurveySparrow came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
surveysparrow.com ranks 2 on Google for the category's searches. In the answers, SurveySparrow takes 0% of first choices and Culture Amp takes 37%.ShowHide
Search and answers
surveysparrow.com ranks 2 on Google for the category's searches. In the answers, SurveySparrow takes 0% of first choices and Culture Amp takes 37%.
ShowHideIn search
Google, US estimatesPosition for “engagement platforms”
–
not in the top ten
Position for “employee engagement survey platform”
–
not in the top ten
- Searches for its name, Google
- 1,900 a month (“surveysparrow”)
- AI search demand for its name, est.
- 17 a month
- Organic visits to its site
- about 246,819 a month
- Searches its site ranks for
- 28,343 · 423 in the top three
- Sites linking to it
- 8,507
- Paid Google search
- 2 searches its ads show for, about 1 clicks and $0 a month (estimate)
In answers
This editionShare of first choices
0%
rank 23 of 58 in employee engagement surv
Segment leader
37%
Culture Amp
- First choices
- 1 across its categories
- Named in
- 19 answers
- Its own site cited
- in 19 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on surveysparrow.com
5,381
subdomains included
Content
2,622
counted in the table below
Documentation
1,020
Product · Integration
41 · 263
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Template or tool | 1,095 | undated | |||
| Blog | 1,071 | 1 | 2026-09-19 | ||
| Comparison | 155 | 0 | 2026-04-22 | ||
| Conference or event | 75 | 0 | 2023-05-22 | ||
| Case study | 73 | undated | |||
| Glossary or explainer | 67 | 0 | 2025-08-01 | ||
| Webinar or virtual event | 53 | undated | |||
| Report or ebook | 17 | 0 | 2020-09-28 | ||
| News or press | 16 | undated |
Most recent
- 2026-09-19Surveys help businesses improve products and services blog
- 2026-04-22Simple random sampling vs stratified sampling comparison
- 2026-02-18Online survey tools and apps blog
- 2026-02-18Questionpro alternatives comparison
- 2026-02-15Conversational ai vs chatbots comparison
- 2025-10-08Formbricks alternatives comparison
Events in person
Last twelve months
- November 18, 2025CX CircleYacht Harbor, San Francisco, USA · hosted
As the event pages on surveysparrow.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page surveysparrow.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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Names read as SurveySparrow
What the judge wrote, as written, with how often. The vendor table decides that these count as SurveySparrow; a claim can dispute any of them.
SurveySparrow Essentials 1
Follow SurveySparrow
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
SurveySparrow is its own company.ShowHide
The company
SurveySparrow is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- AI-Powered Customer Feedback Platform
- For
- customers
- Price stated
- Free plan available · No credit card required surveysparrow.com
- Starting price
- 19 surveysparrow.com/pricing
- Free plan or trial
- Free plan available · No credit card required surveysparrow.com
- Integrations claimed
- 25 surveysparrow.com/pricing
- Certifications
- Aicpa Soc 2ISOHIPAAGDPRStar Level OnePCI Service Provider Level 1SOC 2 Type IIISO/IEC 27001
- Customers named
- DecathlonTata DigitalMeeshoPechanga ResortSouth Sydney RabbitohsSellThruQuality RoofingTarkett
- Not stated on the pages read
- Hosting
What SurveySparrow's own pages state, read September 28, 2026: surveysparrow.com, surveysparrow.com/pricing, surveysparrow.com/legal/security, surveysparrow.com/features, surveysparrow.com/customers. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when SurveySparrow's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as SurveySparrow, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for SurveySparrow by email, built from the raw record of the edition. It shows:
- where SurveySparrow is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name SurveySparrow, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.