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GTM AI Index
Index › Products › Later · October 2026 Edition
3 categories · Ranked

Later

77Judge labels
1First choices
21Negative labels
14 / 14Models named it
3Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Best standing
0% in Social media for mid-market buyers
Rank 9 of 53 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 19% of its 26 labels there were negative.
What the models named instead of Later →
By buyer segmentRead the same way at every buyer size.
In social media · 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 Later 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 rateLabelsQuadrantSince September 2026
Social media managementMarketing0%9 of 5319%26accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
Influencer platformsMarketing0%19 of 720%6under 10 labels · led by Favikon at 23%newNew since September 2026: not ranked then, 0% now.
Ecommerce marketingMarketing0%36 of 1150%2under 10 labels · led by HubSpot Marketing Hub at 38%newNew since September 2026: not ranked then, 0% now.

Movement

Since September 2026, Later held within the floor in all three categories: no change cleared 11 points.

Best category · Social media · by segment

Small business▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 9 pointsRank 12 of 37, unchanged
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 12 → 9 of 51
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 49 → 52 of 53

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Social media0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Within noiseRank 12 → 9 of 53
Influencer0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 19 of 72, unchanged
Ecommerce marketing0%0%newNew since September 2026: not ranked then, 0% now.New this editionRank 36 of 115, unchanged

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 11 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 Later across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501102
GPT-5.4 mini01012
Gemini 3.5 Flash01023
Perplexity Sonar02002
Grok 4.2001203
Mistral Small00101
DeepSeek V4 Flash01102
Llama 4 Maverick01001
Qwen 3.7 Flash03003
Kimi K203115
GLM 4.7 FlashX03104
MiniMax M2.501102
GPT-6 Luna01012
Muse Glimmer 30B01102

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
Direct4 labelsNone
Paraphrase4 labelsNone
Comparative25 labels2not counted in share
Budget-constrained15 labels1
Scale-constrained5 labelsNone
Negative24 labels1not counted in share
First choiceAlternativeMentionNegative77 labels in all, every segment counted; 1 of the 4 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.

“Other options include Later, which is also suitable for small businesses and solo creators on a budget.” Llama 4 Maverick · Social media · budget prompt · alternative
“If Instagram is your primary platform, Later is worth considering for its visual planning tools.” Kimi K2 · Social media · budget prompt · alternative
“Choose Later if your workflow is centered on a content calendar and visual planning.” Perplexity Sonar · Social media · comparative prompt · alternative
“strong if you care most about measurable ROI and unified paid/organic/sales workflows” Perplexity Sonar · Influencer · 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.

“Later explicitly tells users not to reuse passwords and not to store highly sensitive data in the platform.” GPT-5.4 mini · Social media · negative prompt · soft negative
“Hootsuite and Later — be careful with renewals, not necessarily the products themselves.” GPT-6 Luna · Social media · negative prompt · soft negative
“too large for lightweight, single-user tools (like Buffer or basic Later plans)” Gemini 3.5 Flash · Social media · scale prompt · soft negative
“Publishing limitations: Can't schedule Stories properly, TikTok music issues” Kimi K2 · Social media · negative prompt · soft negative

Named alongside

The products named in the same answers as Later, over the 77 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Later was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Buffer62 of 7724Not among the top eight
Hootsuite52 of 775Not among the top eight
Sprout Social48 of 774Not among the top eight
Agorapulse27 of 770Not among the top eight
Zoho Social23 of 774Not among the top eight
SocialPilot22 of 772Not among the top eight
Metricool20 of 772Not among the top eight
Sprinklr Social16 of 773Not among the top eight
Sendible13 of 770Not among the top eight
Loomly9 of 770Not among the top eight
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 Later. 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 70 of the 77 answers that named Later and are not a share of its labels.

Domains cited

buffer.com39
later.comYour site25
blog.hootsuite.com24
blog.hubspot.com22
learn.g2.com20
make.com18
g2.com17
hootsuite.com16
agorapulse.com15
socialpilot.co15

186 of the 211 domain citations in answers naming Later came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

later.com is not in Google's top ten for any of the category's searches. In the answers, Later takes 0% of first choices and Sprout Social takes 30%.
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In search

Google, US estimates
Position for “social media management platform”
–
not in the top ten
Position for “best social media management platform”
–
not in the top ten
Searches for its name, Google
74,000 a month (“later”)
AI search demand for its name, est.
108,083 a month
Organic visits to its site
about 549,193 a month
Searches its site ranks for
44,026 · 3,613 in the top three
Sites linking to it
33,038
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
69+ ads · 60 text, 6 video, 3 image · 35 shown in the last 30 days

First shown July 2024, as Victory Square Media Inc., verified. Ads started 2025-10 to 2026-09: 63 in the year, 6 before. 51 more by other advertisers linking to it.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 9 of 53 in social media
Segment leader
30%
Sprout Social
First choices
1 across its categories
Named in
77 answers
Its own site cited
in 70 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
Addresses on later.com
1,834
subdomains included
Content
1,208
counted in the table below
Documentation
0
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog855702026-09-24Social media, Influencer
Podcast or video15702024-05-01SEO, Social media
Case study6202024-11-15
Report or ebook5202025-09-17Influencer
Comparison3102026-02-10
Webinar or virtual event23undated
Glossary or explainer902026-06-19
Conference or event7undated
Template or tool602026-04-17
News or press602021-09-17

Events in person

Upcoming
Last twelve months

As the event pages on later.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page later.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 Later

What the judge wrote, as written, with how often. The vendor table decides that these count as Later; a claim can dispute any of them.
Later (Mavrck) 1

Follow Later

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

Later is its own company.
ShowHide

In its own words

Stated by the vendor, not checked
Positioning
Influencer marketing and social media management
For
enterprise brands, creators, social media managers
Price stated
Compare plans + features later.com
Starting price
18.75 later.com/pricing
Free plan or trial
Start free trial later.com
Integrations claimed
8 later.com/pricing
Customers named
At HomeEl Pollo LocoCrumblTapatioHabit Burger & GrillFive BelowAmerican GirlAmerican Greetings
Not stated on the pages read
Certifications, hosting

What Later's own pages state, read September 28, 2026: later.com, later.com/pricing, later.com/case-studies, later.com/partners. 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 Later'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 Later, 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 Later by email, built from the raw record of the edition. It shows:

  • where Later 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 Later, 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.

A verification link goes to your work email; an address at later.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.