HR AI Index
Index Vendors › EchoSpan · September 2026 Edition
1 category · Ranked

EchoSpan

33Judge labels
2First choices
5Negative labels
11 of 12Models named it
1Category
September 2026 Edition. Every number here is derived from the raw labels under vendor table vv2026-09.1, every buyer segment counted.
Best standing
2% in 360 feedback for enterprise buyers
Rank 18 of 77 in the mid-market standingaccepted challenger
0 of 12 models made it the first choice on the direct prompt; 0% of its 13 labels there were negative.
By buyer segmentRead the same way at every buyer size.
In 360 feedback · 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 EchoSpan 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.
CategoryFunctionShareRankNegative rateLabelsQuadrant
360 feedbackPerformance and talent management0%18 of 770%13accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for EchoSpan yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated EchoSpan across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.
ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500000
GPT-5.4 mini01001
Gemini 3.5 Flash00000
Perplexity Sonar00101
Grok 4.1 Fast02002
Mistral Small00000
DeepSeek V4 Flash03104
Llama 4 Maverick00202
Qwen 3.7 Flash00000
Kimi K201001
GLM 4.7 FlashX01001
MiniMax M2.500101

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
Direct7 labels1
Paraphrase5 labelsNone
Comparative9 labelsNone
Budget-constrained2 labels1
Scale-constrained3 labelsNone
Negative7 labelsNone
First choiceAlternativeMentionNegative33 labels in all, every segment counted; 2 of the 2 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.

“a per-recipient tool (Spidergap, G360 Surveys, EchoSpan) can cost a fifth as much” DeepSeek V4 Flash · 360 feedback · negative prompt · alternative
“Popular with professional coaches and single 360 projects; pay-per-review model.” DeepSeek V4 Flash · 360 feedback · comparative prompt · alternative
“Best if 360 feedback is the main need: EchoSpan Flexible 360” GPT-5.4 mini · 360 feedback · direct prompt · alternative
“EchoSpan (standalone, customizable 360 with strong reporting)” GLM 4.7 FlashX · 360 feedback · direct 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.

No model argued against it.

Named alongside

The products named in the same answers as EchoSpan, over the 33 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and EchoSpan was named but was not.
ProductSame answerTook the first choice insteadHead to head
Spidergap31 of 337Not in the top three
Culture Amp29 of 335Not in the top three
Lattice28 of 334Not in the top three
Betterworks18 of 336Not in the top three
15Five17 of 330Not in the top three
Leapsome15 of 330Not in the top three
Qualtrics14 of 332Not in the top three
SurveyMonkey13 of 330Not in the top three
PerformYard9 of 330Not in the top three
FeedbackPulse8 of 332Not in the top three
A head-to-head page exists where both products are in a category's top three. 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 EchoSpan. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 32 of the 33 answers that named EchoSpan and are not a share of its labels.

Domains cited

betterworks.com25
feedbackpulse.com24
nanoglobals.com24
workhuman.com19
teamflect.com16
guideflow.com14
engagedly.com13
peoplemanagingpeople.com13
worxmate.ai10
selectsoftwarereviews.com9

167 of the 167 domain citations in answers naming EchoSpan came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Names read as EchoSpan

What the judge wrote, as written, with how often. The vendor table decides that these count as EchoSpan; a claim can dispute any of them.
EchoSpan Flexible 360 1
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 EchoSpan'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 EchoSpan, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at echospan.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.

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