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Best AI Search for Mid-Markets of 2026

Updated · 3 picks · live pricing · affiliate disclosure

Free for 3 users with 50 cards; knowledge cards plus AI Answers for small teams.

BEST OVERALL5.6/10$216/yr more

Guru

Free for 3 users with 50 cards; knowledge cards plus AI Answers for small teams.

Free tier permanent; cancel-anytime on All-in-One
Try GuruSee full review

How it stacks up

  • Free 3 users

    vs Glean mainstream connectors

  • All-in-One $15/user

    vs Bloomfire KM-bundled

  • Enterprise ~$35

    Cards-first scaling

#2
Glean5.4/10

From $17/mo

View
#3
Bloomfire3.8/10

From $20/mo

View

All picks at a glance

#PickBest forStartingFreeScore
1GuruBest mid-market scaling, free-tier into All-in-One at $15 per user$15.00/mo✓5.6/10
2GleanBest mid-market mainstream, hundred-plus connectors with Glean Chat$17.00/mo—5.4/10
3BloomfireBest mid-market KM-bundled, native KM with AI search in one platform$20.00/mo—3.8/10

Quick pick by use case

If you only have thirty seconds, find your situation below and skip to that pick.

If I am a mid-market team with knowledge fragmented across Slack, Drive, Confluence, NotionGleanGlean Standard ~$17/user with hundred-plus connectors and Glean Chat across SaaS sources.If I am a mid-market team consolidating fragmented documentation into a single KM platformBloomfireBloomfire Basic $20/user with native KM plus AI search bundled in one platform.If I am a mid-market team scaling from Guru free tier with cards-first curation disciplineGuruGuru All-in-One $15/user with cards-first knowledge curation plus AI Answers.

Compare all 3 picks

Free tierTop spec
#1Guru5.6/10$35.00/mo$420.00/yr$216/yr more✓Free 3 users
#2Glean5.4/10$17.00/mo$200.00/yr——Standard ~$17/user
#3Bloomfire3.8/10$40.00/mo$480.00/yr$276/yr more—Basic $20/user
#1

Guru

5.6/10$216/yr more

Best mid-market scaling, free-tier into All-in-One at $15 per user

Try GuruSee Guru alternatives

Free for 3 users with 50 cards; knowledge cards plus AI Answers for small teams.

PlanMonthlyAnnualWhat you get
Free TierFree—Up to 3 users with 50 cards and basic AI suggestions for small teams.
All-in-One$15.00/mo$180.00/yrUnlimited cards with AI Answers and Salesforce, Zendesk, Slack integrations.
Enterprise$35.00/mo$420.00/yrCustom AI workflows with analytics, SSO, and dedicated CSM.

Guru is the mid-market scaling AI search pick and the right call for teams that started small on free tier and scaled into mid-market with cards-first curation discipline. Founded 2013 in Philadelphia. The wedge for mid-market readers on the cards-first lens: free tier to All-in-One scaling path provides a smooth growth ramp from three users to hundreds, with knowledge cards format preventing source-document staleness that auto-indexed alternatives depend on.

Free covers three users plus fifty cards plus AI Answers plus Slack and Chrome integration. All-in-One ships at fifteen dollars per user monthly with unlimited cards plus AI Answers plus Salesforce, Zendesk integrations. Enterprise covers custom AI workflows plus SAML SSO plus dedicated CSM. Most mid-market teams that started small on Guru Free land on All-in-One for production scale.

The trade-off versus Glean is connector breadth; Guru has fewer integrations than Glean's hundred-plus. The trade-off versus Bloomfire is workflow shape; Guru is cards-first while Bloomfire is KM-first hosting content natively. For mid-market teams with cards-first curation discipline scaling from small-team free tier, Guru is the right call.

Pros

  • Free tier to All-in-One scaling path supports growth from 3 to hundreds of users
  • All-in-One at fifteen dollars per user monthly is the cheapest mid-market entry tier
  • Knowledge cards format prevents stale information versus auto-indexed sources
  • Slack and Chrome integration on every tier for daily-driver capture pattern
  • Salesforce, Zendesk integrations on All-in-One for service teams

Cons

  • Cards-first model requires team curation discipline at scale
  • Fewer connectors than Glean hundred-plus or Bloomfire integrations
Free 3 usersAll-in-One $15/userEnterprise ~$35Free tier permanent; cancel-anytime on All-in-One

Best for: Mid-market teams scaling from Guru free tier with cards-first curation discipline that prefer canonical knowledge cards over auto-indexed sources.

Privacy & residency
8
Search speed
8
Setup complexity
9
Value
10
Support
7
Try Guru
#2

Glean

5.4/10

Best mid-market mainstream, hundred-plus connectors with Glean Chat

Try GleanSee Glean alternatives

Largest AI work-search platform with 100+ connectors and Glean Chat for cross-app retrieval.

PlanMonthlyAnnualWhat you get
Standard$17.00/mo$200.00/yrUniversal search and Glean Chat across 100+ work apps for production use.
Pro$40.00/mo$480.00/yrGlean Apps and custom AI assistants with advanced analytics for teams.
Enterprise$90.00/mo$1,080.00/yrMulti-region with dedicated infrastructure and CSM for large enterprises.

Glean is the mid-market mainstream AI search pick and the right call for teams wanting the largest connector ecosystem and brand-reference AI work-search. Founded 2019 by ex-Googlers and backed by Sequoia. The wedge for mid-market readers: hundred-plus connectors covering Slack, Drive, Confluence, Notion, Jira plus Glean Chat conversational retrieval is the broadest source coverage in catalog with mainstream brand recognition that simplifies internal stakeholder buy-in.

Standard ships universal search plus Glean Chat plus hundred-plus connectors at per-user pricing around seventeen dollars per user monthly. Pro ships Glean Apps plus custom AI assistants plus advanced analytics at higher per-user rates. Enterprise covers multi-region plus dedicated infrastructure. Most mid-market teams of fifty to five hundred employees land on Standard for production then Pro when AI assistants become load-bearing.

The trade-off versus Bloomfire is workflow shape; Glean indexes existing source systems where Bloomfire is KM-first hosting content natively. The trade-off versus Guru is connector breadth; Glean has hundred-plus while Guru ships fewer integrations. For mid-market teams wanting mainstream AI work-search, Glean is the right call.

Pros

  • Largest mainstream brand for AI work-search with hundred-plus connectors
  • Glean Chat conversational retrieval across Slack, Drive, Confluence, Notion, Jira
  • Mobile app for on-the-go search across enterprise sources
  • Glean Apps for custom AI assistants on Pro tier
  • Standard at per-user pricing fits mid-market without enterprise institutional contract

Cons

  • No public pricing; institutional contract negotiation often required
  • Standard at around seventeen dollars per user monthly times one hundred users hits twenty thousand annually
Standard ~$17/userPro ~$40/user100+ connectorsPilot programs available; cancel-anytime on annual

Best for: Mid-market teams of fifty to five hundred employees wanting mainstream AI work-search with hundred-plus connectors at per-user pricing.

Privacy & residency
8
Search speed
9
Setup complexity
9
Value
8
Support
8
Try Glean
#3

Bloomfire

3.8/10$276/yr more

Best mid-market KM-bundled, native KM with AI search in one platform

Try BloomfireSee Bloomfire alternatives

Mid-market knowledge management with AI search and AI Assistant for solo teams.

PlanMonthlyAnnualWhat you get
Basic$20.00/mo$240.00/yrKnowledge management with AI search and standard SaaS integrations.
Enterprise$40.00/mo$480.00/yrAI Assistant with custom integrations, SSO, and audit logs.

Bloomfire is the mid-market KM-bundled AI search pick and the right call for teams of fifty to two hundred employees consolidating fragmented documentation. Founded 2010 in Austin and Bregal Sagemount-acquired 2022. The wedge for mid-market readers: native KM combines with AI search in one platform at twenty dollars per user monthly, an architectural separation Glean does not match because Glean indexes existing source systems rather than hosting content natively.

Basic ships at twenty dollars per user monthly with knowledge management plus AI search plus standard SaaS integrations. Enterprise ships AI Assistant plus custom integrations plus SAML SSO plus dedicated CSM at higher per-user pricing. Most mid-market teams consolidating fragmented documentation land on Basic for production then Enterprise when AI Assistant becomes load-bearing.

The trade-off versus Glean is connector breadth; Bloomfire has fewer connectors than Glean's hundred-plus. The trade-off versus Guru is workflow shape; Bloomfire is KM-first while Guru is cards-first. For mid-market teams consolidating fragmented documentation, Bloomfire is the right call.

Pros

  • Native KM plus AI search in one platform for content consolidation
  • Basic at twenty dollars per user monthly is competitive with Glean Standard
  • Fifteen-plus years of mid-market KM workflow expertise since 2010
  • AI Assistant on Enterprise tier for advanced workflows
  • Strong customer success focus with dedicated implementation support

Cons

  • Lower mainstream brand recognition than Glean
  • Fewer connectors than Glean hundred-plus or Mindbreeze five-hundred-plus
Basic $20/userEnterprise $40/userKM-firstPilot programs available; cancel-anytime on annual

Best for: Mid-market teams of fifty to two hundred employees consolidating fragmented documentation into a single KM platform with AI search bundled.

Privacy & residency
8
Search speed
8
Setup complexity
8
Value
8
Support
9
Try Bloomfire

How we picked

Each pick gets a transparent composite score from price, features, free-tier availability, and editor fit. Pricing flows from our live database, so when a vendor changes prices the score updates here too.

We weight price at 40 percent, features at 30, free tier at 15, fit at 15. Glean leads because mainstream AI work-search brand recognition plus hundred-plus connectors matches mid-market launch shape. See the parent /best/ai-search-internal-knowledge guide for enterprise-only picks excluded from this lens.

We don't claim "30,000 hours of testing." Our methodology is the formula above plus the editor's published verdict for each pick. Verifiable, auditable, and updated when the underlying data changes.

Why trust Subrupt

We're a subscription tracker first, a buying guide second. Every claim on this page is something you can check.

By use case

Best mid-market mainstream work-search

Glean

Read the full review →

Try Glean

Best mid-market KM-bundled AI search

Guru

Read the full review →

Try Guru

How to choose your AI Search for Mid-Market

Mid-market AI search selection criteria

Mid-market AI search selection differs from enterprise selection on three dimensions. Per-user pricing at fifteen to forty dollars monthly fits mid-market budgets where enterprise institutional contracts at fifty thousand dollars and above price out smaller buyers. Pilot-program friendliness matters because mid-market teams cannot afford months of contract negotiation that enterprise tiers require. Connector breadth balances against workflow fit; mid-market teams often need ten to thirty connectors covering core SaaS sources rather than hundred-plus enterprise breadth. The catalog three picks listed here address all three dimensions; enterprise-only picks like Coveo, Lucidworks, and Mindbreeze institutional pricing match the mid-market dimensions less directly.

When does Glean beat Bloomfire for mid-market teams?

Glean beats Bloomfire when the mid-market team values mainstream brand recognition plus connector breadth over consolidated KM platform. Glean Standard ships hundred-plus connectors covering Slack, Drive, Confluence, Notion, Jira at per-user pricing around seventeen dollars monthly. Bloomfire Basic ships fewer connectors at twenty dollars per user monthly but bundles native KM platform. The decision pivots on whether the team has fragmented documentation across many SaaS sources (Glean wins) or consolidated documentation in one platform (Bloomfire wins). Mid-market teams with five-plus SaaS work sources lean Glean; teams consolidating into single KM lean Bloomfire.

When does Guru free-tier scaling beat paid mid-market alternatives?

Guru free-tier scaling beats paid mid-market alternatives when the team has cards-first curation discipline and starts small. Guru Free covers three users with fifty cards permanently; teams scale into All-in-One at fifteen dollars per user monthly when team size or content volume crosses the free ceiling. The decision pivots on workflow shape. Teams with mature documentation discipline maintaining canonical knowledge cards benefit from Guru free-to-paid scaling indefinitely. Teams without curation capacity that rely on auto-indexed source documents pick Glean or Bloomfire instead. Most successful Guru deployments require at least one team member acting as knowledge curator.

Connector breadth vs KM-bundled vs cards-first trade-off

The three mid-market picks ship distinct workflow shapes that drive selection criteria. Glean indexes existing source systems with hundred-plus connectors covering Slack, Drive, Confluence, Notion, Jira, and other SaaS work apps. Bloomfire is KM-first hosting content natively in a single platform with AI search bundled. Guru is cards-first with curated knowledge cards as primary primitives plus AI Answers surfacing them. The decision pivots on where the team's knowledge actually lives. Teams with knowledge fragmented across SaaS sources benefit from Glean. Teams consolidating into single KM benefit from Bloomfire. Teams with curation discipline benefit from Guru cards-first.

When to upgrade past mid-market to enterprise (cross-link to parent)

Mid-market AI search picks cover most fifty-to-five-hundred-employee workloads but each pick has clear upgrade triggers. Glean Standard outgrows when AI assistants or custom workflows become load-bearing; Pro at higher per-user rates is the upgrade. Bloomfire Basic outgrows when AI Assistant becomes load-bearing; Enterprise at forty dollars per user monthly is the upgrade. Guru All-in-One outgrows when SAML SSO or custom AI workflows become procurement requirements; Enterprise around thirty-five dollars per user monthly is the upgrade. At any of those triggers, see [our /best/ai-search-internal-knowledge guide](/best/ai-search-internal-knowledge) for the broader paid lineup including Coveo CRM-aware, Lucidworks ML platform, and Mindbreeze EU GDPR.

Frequently asked questions

What is the cheapest mid-market AI search?

Guru All-in-One at fifteen dollars per user monthly is the cheapest mainstream mid-market entry tier with AI Answers, Slack and Chrome integration, plus Salesforce and Zendesk connectors. Glean Standard at around seventeen dollars per user monthly is competitive with hundred-plus connectors as the wedge. Bloomfire Basic at twenty dollars per user monthly bundles native KM platform.

Should I use Glean or Bloomfire for a mid-market team?

Depends on documentation shape. Mid-market teams with knowledge fragmented across Slack, Drive, Confluence, Notion, Jira benefit from Glean Standard hundred-plus connectors. Mid-market teams consolidating documentation into single KM platform benefit from Bloomfire Basic native KM bundled. The decision pivots on whether the team has many sources to index (Glean) or wants one platform to host content (Bloomfire).

Can my mid-market team scale on the Guru free tier?

Yes if the team has cards-first curation discipline. Guru Free covers three users with fifty cards permanently; teams scale into All-in-One at fifteen dollars per user monthly when team size or content volume crosses the free ceiling. The trade-off is curation requirement; teams maintain canonical knowledge cards rather than auto-indexed source documents. Teams without curation capacity pick Glean or Bloomfire instead.

Does Subrupt earn a commission from these mid-market picks?

On most. We disclose this on every /best page. Free tiers themselves have no transaction. Paid tiers on Glean, Bloomfire, and Guru have plans where we earn commission only on conversion. The composite ranking weights price at 40 percent, features at 30, free tier at 15, fit at 15; none tuned by affiliate rate.

Why is Glean ranked first over the cheaper Guru?

Glean wins on mainstream brand recognition plus connector breadth for mid-market teams because hundred-plus connectors match the typical fifty-to-five-hundred-employee SaaS source landscape better than Guru cards-first model. Guru is genuinely cheaper at fifteen dollars per user monthly but the workload shape Guru serves is cards-first curation while Glean serves auto-indexed multi-source search. Mid-market teams with fragmented documentation lean Glean; teams with curation discipline lean Guru.

How does Bloomfire compare to Confluence with AI on mid-market?

Bloomfire ships native KM plus AI search in one platform from a vendor focused specifically on mid-market KM. Confluence with AI add-on (Atlassian Intelligence) ships KM plus AI search from a vendor focused on enterprise scale. The decision pivots on procurement budget and brand preference. Mid-market teams already on Atlassian stack lean Confluence with AI; teams not yet on Atlassian or wanting dedicated mid-market KM lean Bloomfire.

Can a hundred-person team get a contract with Glean?

Yes on Standard tier with custom contract negotiation. Glean Standard ships per-user pricing around seventeen dollars per user monthly and accepts contracts at hundred-user scale, though smaller-team contracts often face minimum institutional commitments. Mid-market teams of fifty to one hundred users sometimes negotiate from Standard to a smaller commitment based on growth projections.

What about Notion AI or Slack AI for mid-market AI search?

Notion AI ships within the Notion platform; works for teams already on Notion as primary docs. Slack AI ships within Slack with cross-channel search. From our catalog, Glean indexes both Notion and Slack as source systems for cross-app search broader than either platform-native AI. Mid-market teams already on Notion or Slack can start with the platform-native AI and add Glean when source breadth becomes load-bearing.

EU data residency: which mid-market picks support EU residency?

Glean ships EU regions on Enterprise tier with custom contract negotiation. Bloomfire ships EU regions on Enterprise tier. Guru ships EU regions on Enterprise tier. None of the three ship default EU residency at mid-market per-user pricing tiers; EU mid-market teams that need default residency should evaluate Mindbreeze from the parent guide instead.

How often is this guide updated?

We re-review pricing and features annually at minimum, with mid-year refreshes when major vendor announcements happen. Glean shipped Glean Apps on Pro in 2024. Bloomfire shipped AI Assistant on Enterprise in 2024. Guru shipped AI Answers in 2024. The lastReviewed date reflects the most recent editorial pass.

Subrupt Editorial

The team behind subrupt.com. We track subscriptions, surface cheaper alternatives, and publish buying guides where the score formula is on the page so you can recompute it yourself. We do not claim 30,000 hours of testing. What we claim is live pricing from our database, a transparent composite score, and honest savings math against a category baseline.

Last reviewed

Citations

Affiliate disclosure: Subrupt earns a commission when you switch to a service through our recommendation links. This never changes the price you pay. We only recommend services where there's a real cost or feature advantage for you, and our picks are based on the data on this page, not on which programs pay the most.

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