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 53 vendors below are simply everyone the engines named.

Run 3 Aug 2026 Questions 44 Answers 88 Vendors named 53 Top-10 repeatability 9/10

Free to read, raw data included. What is for sale — $9.99/mo monitoring for a single vendor.

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.

#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
10SOCi#1314.8%49
11Publer#910.2%45
12Sprinklr#89.1%53
13Zoho Social#89.1%17
14Vista Social#66.8%06
15Oktopost#55.7%32
16eClincher#44.5%04
17HubSpot#44.5%22
18Emplifi#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
29AdaptlyPost#11.1%01
30Apaya#11.1%01
31Apaya Enterprise#11.1%01
32Back At You#11.1%10
33Bazaarvoice (formerly Pixlee)#11.1%10
34BrandGhost#11.1%01
35BulkPublish#11.1%01
36Dash Social#11.1%01
37dlvr.it#11.1%10
38Fedica#11.1%01
39Feedive#11.1%10
40Kontentino#11.1%01
41Meta Business Suite#11.1%01
42Mydrop#11.1%01
43nPosts.ai#11.1%01
44Pallyy#11.1%01
45Post to Feeds#11.1%01
46Postiz#11.1%01
47Postly#11.1%01
48Postoria#11.1%01
49Revive Social#11.1%10
50RobinReach#11.1%01
51Scheduler.social#11.1%01
52ShortSync#11.1%01
53Velocity#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 $199 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.

  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 — “Hootsuite”, “hootsuite.com” and “Hootsuite App” are one row, and a trailing “by company” is dropped. An edition name is folded into its product when the plain name is at least three times as common, so “Sprout Social Professional” counts as Sprout Social and “Buffer Publish” counts as Buffer. 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.

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: SOCi (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 52 vendors over 88 answers against run A's 53. 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 Aug 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.