Best AI Meeting Assistants for Small Business 2026: Fathom vs Fellow vs tldv Compared

Fathom, Fellow, and tldv are the three AI meeting assistants small businesses ask about most in 2026, and the right pick depends on whether you want free automatic note-taking, a full meeting-management workflow, or a tool built around fast searchable recordings. All three transcribe calls and push action items into other apps, but they differ sharply on price, depth, and how they actually capture the meeting.

That last point has become the real dividing line in this category. For the first few years of AI notetakers, “join my meeting” meant a visible bot icon sitting in the Zoom or Google Meet participant list, recording everything and sometimes unsettling clients or candidates who hadn’t expected a third-party app in the room. As AI meeting assistants have moved from early-adopter novelty to a default small-business tool for turning calls into CRM updates and follow-up tasks, that visible bot has started to feel like unnecessary friction, and vendors are responding.

Several major software publishers put out comparison roundups of AI meeting assistants this year, and a recurring theme in that coverage is bot-free recording: capturing audio directly from the desktop or browser instead of sending a separate bot into the call. Below, we break down where Fathom, Fellow, and tldv each land on that question, plus pricing, integrations, and who each tool actually fits.

Fathom vs Fellow vs tldv: Quick Comparison

*Prices as of 2026. Vendor pricing changes frequently; check each provider’s site for current tiers before purchasing.

Fathom

Fathom (fathom.video) built its reputation on a generous free plan that records, transcribes, and summarizes unlimited meetings across Zoom, Google Meet, and Microsoft Teams, which is why it shows up constantly in small-business recommendations. Note that this is a distinct product from Fathom Analytics, a privacy-focused web-analytics tool with no meeting-related features; the two are unrelated companies that happen to share a name, and mixing them up is a common mistake in roundups.

Fathom’s core strength is automatic capture: it joins the call, generates a searchable transcript, and produces AI-written summaries organized by talking points, action items, and next steps. According to vendor documentation, it syncs meeting notes directly into common CRM platforms so sales and account teams don’t have to manually log call notes. Historically, Fathom has recorded meetings via a bot that joins as a visible participant rather than a bot-free, device-level capture, so businesses that specifically prioritize an invisible recording experience should compare this detail against Fellow before choosing.

Limitations reported by users center on deeper analytics and coaching features being reserved for paid tiers, and some teams find the free plan’s summary formatting less customizable than they’d like. Fathom is best for small businesses that want to test AI meeting notes without upfront cost, especially sales teams already living inside a CRM.

Fellow

Fellow (fellow.ai) positions itself less as a pure recorder and more as a meeting-management platform: shared agendas, real-time collaborative notes, 1:1 templates, and AI-generated summaries that convert into trackable action items. It’s the tool most oriented toward structured, recurring meetings rather than one-off calls.

Fellow is also the name most closely associated with the bot-free recording trend covered in recent industry roundups. Rather than sending a separate bot into the call, Fellow’s approach can capture meeting audio through the host’s own desktop or browser session, so no additional participant icon appears on screen for attendees, according to the company’s product documentation. For small businesses that meet regularly with clients who are sensitive to third-party recording tools, that distinction can matter more than raw transcription accuracy.

Where Fellow adds real value for small teams is downstream: action items generated from a meeting can flow into project management tools, giving teams that run projects out of a dedicated PM system a tighter loop between “what we decided” and “what’s tracked.” If you’re still choosing that PM layer, our best project management software for 2026 comparison covers the leading options Fellow commonly connects with. On the downside, Fellow’s richer feature set means more onboarding than a simple “record and summarize” tool, and some of its most useful workflow features sit behind higher-priced tiers.

tldv

tldv leans into fast retrieval: recording calls across major video platforms, then letting users search across an entire library of past meetings for a specific topic, decision, or quote rather than scrolling through one transcript at a time. That multi-meeting search is its clearest differentiator against Fathom and Fellow, both of which focus more on the current call.

Based on vendor documentation and third-party comparisons, tldv also generates AI summaries and highlight reels, and offers integrations that push notes and clips into CRM and collaboration tools. Like Fathom, tldv has traditionally recorded meetings through a bot joining the call rather than a bot-free capture method, so businesses weighing that trend specifically should treat Fellow as the current front-runner and revisit tldv’s roadmap periodically, since vendors across this category are actively iterating on capture methods.

tldv’s free plan covers unlimited recording and transcription for a limited number of users, with paid tiers unlocking longer retention, AI search across the full call library, and deeper integrations. It fits small businesses and agencies that hold a high volume of calls, such as client services or recruiting teams, where searching “what did we agree with this client in March” beats re-watching a recording.

Buyer’s Guide: Choosing an AI Meeting Assistant

Bot-free vs. bot-based recording. Decide how much this matters for your client relationships. Agencies, consultants, and anyone doing sensitive interviews or candidate calls may prefer bot-free capture; internal team meetings are usually less affected either way.

Platform coverage. Confirm the tool supports every video platform your business actually uses (Zoom, Google Meet, Microsoft Teams) rather than assuming universal support.

CRM and PM integration depth. A summary is only as useful as where it lands. If your team already runs a CRM, check whether notes sync automatically or require manual export; our best CRM software for small business guide and HubSpot vs Salesforce comparison are useful starting points if you’re still deciding on that system.

Free plan limits. Fathom and tldv both offer meaningful free tiers, but check caps on meeting length, number of users, or storage retention before assuming “free” covers your whole team long-term.

Data retention and security. Meeting transcripts often contain sensitive client and financial information. Review each vendor’s data retention policy and whether transcripts can be deleted or excluded from AI training.

FAQ

What does “bot-free” AI meeting recording actually mean?

It means the tool captures meeting audio directly from the host’s device or browser instead of sending a separate automated participant into the call. Attendees don’t see an extra bot icon in the meeting, which some businesses prefer for client-facing calls.

Is Fathom the same company as Fathom Analytics?

No. Fathom (fathom.video), the AI meeting assistant covered here, is unrelated to Fathom Analytics, a separate privacy-focused web-analytics company. They share a name but nothing else.

Can these tools update my CRM automatically after a call?

Fathom, Fellow, and tldv all offer some form of CRM sync or integration according to their product documentation, though the depth varies by plan tier and by which CRM you use. Confirm your specific CRM is supported before choosing a plan.

Which tool is best for a small business on a tight budget?

Fathom and tldv both offer free plans with unlimited or near-unlimited recording, making either a reasonable starting point before paying for anything.

Does Fellow work well for one-off client calls, or only recurring meetings?

Fellow can record any meeting, but its core strengths — shared agendas, 1:1 templates, and recurring action-item tracking — are built around ongoing, structured meetings rather than one-time calls.

How accurate is AI meeting transcription in general?

Transcription accuracy varies by audio quality, accents, and background noise, and no vendor guarantees perfect accuracy. Research and user reviews generally describe accuracy as strong for clear audio in English, with more variability for heavy accents, overlapping speakers, or technical jargon.

Bottom Line

For most small businesses testing the category for the first time, Fathom’s free plan is the lowest-risk starting point, especially for sales-heavy teams that want CRM-synced notes without upfront cost. Teams running structured, recurring meetings with shared action items will get more long-term value from Fellow, particularly if the bot-free recording option matters for client-facing calls. And businesses juggling a high volume of past calls, agencies and client-services teams especially, will likely find tldv’s searchable meeting library the most practical fit. There’s no single best choice here; match the tool to how your team actually runs meetings, and use the free tiers where available before committing to a paid plan.