Which social media management tools do AI answer engines actually recommend?

When an SMB buyer asks an AI assistant which social media management software to buy, a shortlist comes back. We asked 44 different phrasings of that question across 2 engines, 88 answers in total, and counted every product named. This is the result. Nobody paid to be on it, and no vendor list was written in advance — the 61 vendors below are simply everyone the engines named.

Run 3 August 2026 Questions 44 Answers 88 Vendors named 61 Top-10 repeatability 9/10

Free to read, raw data included.

Is one of these social media management tools yours?

The board is re-measured every month. For $9.99 a month you get one email when your own row moves — your rank and answer count, who took the mentions you were absent from, and which of the 44 questions started or stopped naming you. Leave your address and I reply by hand with what your row reads today. What is in it, and the $29.99 one-off report →

Nothing is charged and nothing starts — I reply by email. Your address is used to answer you and to set up billing; it does not go on a list.

Two conditions on every number below

These 44 questions are one family of phrasings — social media management software — and every number below is conditional on them. A differently worded family about the same products — a different size of buyer, a different budget, a different constraint — is a different measurement and can come back naming a different set of products. All 44 questions are printed in full below, so you can see exactly what was asked before you read what came back. We have measured how big that can get, on two of our own boards: SuiteCRM is named in 83 of the 132 answers on /c/crmctx/ and in none of the 132 on /c/crm/ — same products, same day, same extraction, asked differently.
The engine columns below are not one instrument. Perplexity (sonar) searches the web while it answers and returned the sources used beside every one of those 44 answers — that column is what gets retrieved. Gemini (gemini-flash-latest) was called through its API with no tools and the near-empty system prompt quoted in the method below, so it answers out of the model’s own weights — not one of those 44 answers came back with a source. That column is what the model already remembers. Both are worth counting and they are not the same measurement: a product can be named often by what the models remember and rarely by what they retrieve, or the reverse, and the totals in the Answers column add the two together.

The leaderboard

“Answers” is how many of the 88 answers named that product. Share is the same number as a percentage. The two right-hand columns split it by engine. Every row has its own link — the # beside a vendor name gives you something like connexion.me/c/smm/#sproutsocial. Click a vendor's name to see which of the 44 questions named them, and click one of those to read the answer it was counted from, word for word.

#VendorAnswers ShareGeminiPerplexity
1Sprout Social#5764.8%3126
2Hootsuite#4753.4%2027
3Buffer#3640.9%1719
4Agorapulse#2225.0%184
5Later#2225.0%1210
6Metricool#2123.9%156
7Planable#2022.7%416
8SocialPilot#1921.6%910
9Sendible#1314.8%49
10Publer#910.2%45
11Sprinklr#89.1%53
12Zoho Social#89.1%17
13SOCi#66.8%33
14Vista Social#66.8%06
15Oktopost#55.7%32
16eClincher#44.5%04
17HubSpot#44.5%22
18Emplifi#
Named together with Socialbakers in 1 of the 3 answers that name either. Gemini’s answer to question 30 writes the two as one product renamed: “Emplifi (formerly Socialbakers)”. Counted as separate rows — how names are counted.
33.4%12
19Loomly#33.4%12
20NapoleonCat#33.4%03
21PostPlanify#33.4%03
22Brandwatch#22.3%02
23ContentStudio#22.3%11
24CoSchedule#22.3%02
25Dash Hudson#22.3%20
26HeyOrca#22.3%20
27Khoros#22.3%02
28Planoly#22.3%20
29SocialBee#22.3%02
30SocialRails#22.3%02
31AdaptlyPost#11.1%01
32Apaya#11.1%01
33Apaya Enterprise#11.1%01
34Back At You#11.1%10
35Bazaarvoice (formerly Pixlee)#11.1%10
36BrandGhost#11.1%01
37BulkPublish#11.1%01
38Dash Social#11.1%01
39dlvr.it#11.1%10
40Fedica#11.1%01
41Feedive#11.1%10
42Kontentino#11.1%01
43Meta Business Suite#11.1%01
44Mydrop#11.1%01
45nPosts.ai#11.1%01
46Pallyy#11.1%01
47Post to Feeds#11.1%01
48Postiz#11.1%01
49Postly#11.1%01
50Postoria#11.1%01
51Revive Social#11.1%10
52RobinReach#11.1%01
53Scheduler.social#11.1%01
54ShortSync#11.1%01
55Social News Desk#11.1%01
56Socialbakers#
Named together with Emplifi in 1 of the 3 answers that name either. Gemini’s answer to question 30 writes the two as one product renamed: “Emplifi (formerly Socialbakers)”. Counted as separate rows — how names are counted.
11.1%10
57SocialBu#11.1%01
58SocialChamp#11.1%01
59SocialClimb#11.1%01
60Sociali.ai#11.1%01
61Velocity#11.1%01

What is free, and what is for sale

Everything above is free and stays free — the leaderboard, the method, all 88 raw answers and the machine-readable ranking, published in full at the bottom of this page. No vendor paid to be listed, no vendor can pay to move, and nothing here goes behind a login later.

What is for sale is one vendor's row, watched: $9.99 a month to be told when your rank moves, who took your mentions, and which phrasings started or stopped naming you — the board is re-run monthly and you get what changed. A one-off $29.99 deep report on a single row is the other option. What is in each →

Method

Every claim on this page is reproducible from the files linked at the bottom.

The engines

Gemini (gemini-flash-latest), Perplexity (sonar). Each was called through its public API with a near-empty system prompt — “answer the user's question directly and concisely” — and nothing else. The engines were not asked to produce a list, rank anything, or name vendors. Steering them toward a list would have manufactured the thing being measured.

The questions

44 distinct phrasings of one purchase decision, written before any measurement was run. No vendor name appears in any of them.

These 44 questions are one phrasing family, not every way this market gets asked about. The family is social media management software — that is the wording they were written from, and it is counted back against them here: 43 of them contain “social”; 42 of them contain “media”; 24 of them contain “management”; 19 of them contain “software”, and all 44 of them contain at least one. A different family about the same products — a different size of buyer, a different budget, a different constraint, different words — is a different measurement, and it can come back naming a different set of vendors. This board is this family, measured. It is not the whole market.
  1. What is the best social media management software for a 50-person company?
  2. Best social media management platform for small business
  3. We're a 30 person marketing agency and social media publishing across 15 clients is a mess. What software should we buy?
  4. Recommend a social media management tool for a company with under 100 employees.
  5. affordable social media management software for SMB
  6. What social media management software do small companies actually use?
  7. Best social media scheduler for a boutique digital marketing agency
  8. What software should a non-profit use to schedule posts across LinkedIn, Twitter, and Facebook?
  9. We need a social media management tool with team approval workflows and role-based permissions.
  10. Best social media platform for managing multiple brand accounts in one dashboard
  11. What is the top-rated social media management platform for e-commerce brands?
  12. What social media scheduler is best for a solo content creator managing multiple channels?
  13. Recommend a social media management suite for an enterprise B2B company with strict compliance needs.
  14. Best social media publishing software for local multi-location restaurant chains
  15. We are losing track of social comments and messages across Instagram and LinkedIn. What tool should we get?
  16. social media management software with unified inbox and engagement tracking
  17. What is the best social media management software for Instagram and TikTok scheduling?
  18. Best platform to schedule social media posts and generate client analytics reports
  19. What software do mid-sized marketing teams use for social media scheduling and monitoring?
  20. Which social media tool offers the best visual content calendar and auto-publishing?
  21. What is the most reliable social media management tool for a franchise business?
  22. Best social media management tool for B2B SaaS companies
  23. We need to schedule 100+ social media posts per week across 5 platforms. What tool can handle this bulk upload?
  24. affordable social media scheduling software with post preview features
  25. What social media management software is best for healthcare and compliance regulation?
  26. Recommend a social media management tool that includes competitor benchmarking analytics.
  27. Best social media scheduling tool with custom user permissions for client approval
  28. We are scaling our internal marketing team to 10 managers. Which social media software scales best?
  29. What social media tool is best for managing YouTube, LinkedIn, X, and Instagram together?
  30. Best social media management software for higher education institutions and universities
  31. What is the best budget-friendly social media management tool for a brand new startup?
  32. social media scheduler with RSS feed auto-posting
  33. Which social media management platform has the best unified social inbox for customer support?
  34. Best social media management software for real estate agencies
  35. We need a tool to manage organic social media content calendar and scheduling across Europe and US teams.
  36. What social media management tool offers the best social listening and brand tracking features?
  37. Best all-in-one social media management software for multi-brand enterprises
  38. What software should we buy to manage social media posts for 50 franchisee accounts?
  39. social media management software for B2B lead generation
  40. Which social media scheduler handles Instagram Reels and YouTube Shorts auto-publishing best?
  41. What is the easiest social media management software to train non-technical team members on?
  42. Best social media management tool for consumer packaged goods brands
  43. Recommend social media management software with robust analytics export for executive reporting.
  44. What social media scheduling tool do modern growth marketing agencies rely on?

How the vendor list was built

Each of the 88 answers was read back and every named product extracted. The vendor list is discovered: a product appears here if and only if an engine named it. Counted are social media management platforms, scheduling and publishing tools, multi-channel social marketing platforms, and broader marketing suites whose social media management module was named. Excluded, even when named: graphic design and video editing tools, standalone link-in-bio tools, URL shorteners, AI copywriting tools, standalone social listening tools, influencer marketing platforms, paid ad management tools, social selling CRMs, community and forum management tools, and companies named only as an example brand.

Spelling variants of one product are folded together, and a trailing “by company” is dropped. This run collapsed 10 spellings onto 5 of the rows below: “Sprout Social” and “Sprout Social (Enterprise Tier)” are one row — the one the table prints as Sprout Social. An edition name is folded into its product when it is that product’s name followed by a further word, and the plain name is at least three times as common. This run folded 6 such names, among them “Hootsuite Enterprise” counts as Hootsuite and “Sprinklr Social” counts as Sprinklr. A name that merely begins with the same letters is a different product and keeps its own row. No pair was merged by hand in this category: every fold above is the rule applied mechanically, with no human judgement about who is who.

Beyond those folds a product is counted as the engines spelled it, and two rows in the table are never merged into one. When a product has been renamed or acquired and the engines still answer with both names, both names keep their own row: this page carries no hand-maintained list of who is now who, because that list would be a human claim about a mechanical count and nothing here could check it. What it has instead is the answers. Where an answer itself writes two of the rows below as one product renamed — the construction “X (formerly Y)” — the line beside those rows quotes that sentence and gives the overlap and the total, so the union is on the page. Nothing else produces that line. Two rows being named in the same answers does not, however often: the engines answer in shortlists, so the leaders of a category are named together whatever they are called. One pair of rows below carries that line in this run: Emplifi and Socialbakers. What each one quotes is what an engine wrote, not a judgement of ours about who owns what.

A product is counted once per answer, however many times that answer mentions it.

Is this stable, or is it noise?

The entire run was repeated a second time, same 44 questions, same engines, independent calls. The top ten came back 9/10 identical. What moved: Publer (10 in run A) dropped out of run B's ten and Sprinklr (10 in run B) took that place. by position, Metricool was 6 in run A and 7 in run B; Planable was 7 in run A and 8 in run B; SocialPilot was 8 in run A and 6 in run B. Run B named 56 vendors over 88 answers against run A's 61. The tail moves; the head does not.

A leaderboard whose top ten reshuffles between runs would not be worth publishing, so this check was run before the page was, and the page ships only because it passed.

What this is not

This measures what two answer engines said on 3 August 2026, in response to these questions, through their APIs. It is not a quality ranking, not a review, and not advice on which social media management software to buy. A product can be excellent and rank low here — that gap is the point.

The raw data

All 88 answers, verbatim, one JSON object per line: run A · run B. The per-answer extracted product names: run A · run B. Machine-readable ranking: ranking.json.

What Perplexity was reading. It is the only one of these engines that returns a source list, and the markers in its answers above — [1], [2] — point into it. Every URL it cited, with the title, date and the excerpt it actually retrieved, one JSON object per answer: run A · run B. Join on index to the answers file, and read [n] as citations[n-1]. Perplexity returned a source list on 44 of its 44 answers. Gemini returned no sources at all — no citation, grounding or search-result field of any kind appears anywhere in its API response, on any of the 44 answers it gave. That is a fact about the engine, not a gap in this page.

The sources behind the answers

Run A's 44 Perplexity answers cited 869 URLs across 248 distinct domains. Below are the 54 that were cited in three or more separate answers. Citations counts every URL from that domain, so a domain cited three times in one answer counts three times; Answers is how many of the 44 answers cited it at all.

DomainCitationsAnswers
reddit.com8740
youtube.com4633
buffer.com4033
zapier.com3534
planable.io3329
linkedin.com2621
learn.g2.com2617
hootsuite.com2119
efficient.app1919
thecmo.com1919
blog.hubspot.com1615
postplanify.com1514
sproutsocial.com1413
adamconnell.me1111
blog.hootsuite.com118
sintra.ai1010
posteverywhere.ai108
bloggingwizard.com99
postplanner.com99
sprinklr.com99
cloudcampaign.com98
socialrails.com98
websiteplanet.com88
g2.com87
facebook.com86
socialbee.com77
zoho.com77
skedsocial.com76
statusbrew.com66
techradar.com66
dashsocial.com65
brandwatch.com55
crowdspring.com55
influencermarketinghub.com55
socialschedulers.com55
coschedule.com44
eclincher.com44
later.com44
napoleoncat.com44
oktopost.com44
socialbu.com44
sourceforge.net44
workflowautomation.net44
worldmetrics.org44
contentstudio.io33
executiveeducation.wharton.upenn.edu33
getsift.ai33
medium.com33
meetedgar.com33
postiv.ai33
sendible.com33
us.fitgap.com33
velocity.li33
wifitalents.com33

A domain missing from this table was cited in fewer than three answers, or was never cited at all — the run A file linked above is the complete list either way, and it is the only way to tell those two apart. Cited is not endorsed: a page the engine retrieved is not a page that recommended anyone, and this counts what was read, not what it said.

The answer a vendor panel shows you is read straight out of the run A file linked above — the page fetches the one line it needs and displays it unaltered, so what you read there and what you get by downloading the file are the same bytes.

What one line of each file holds, and the terms you may re-use them under — the raw answers may be re-used in any medium, commercially and inside open-source software, with attribution.