We read 1,157 posts from sales teams. Nobody said 'speed to lead' once.

What we did, and why

Sales tooling is sold in language invented by the people selling it. We wanted to know what practitioners say when nobody is selling to them, so we read what they write to each other.

1,157 posts, from twelve subreddits where B2B sales, RevOps, and GTM people actually talk. Every number here is reproducible; the method, the cost, and the known holes are in the panel above.

1. “Speed to lead” appeared zero times

Not once in 1,157 posts, including in a search for that exact phrase.

Related vendor phrasings came back empty too: “response time” in a lead context, and “respond within N minutes”. The problem is real and people post about it constantly. They just call it something else:

• “How do you handle lead routing once you have 1,000+ inbound leads/month?”
• “Broken lead routing system deletes 300 high intent inbound leads”
• “Where does your sales follow-up break first: demo requests, trials, or proposals?”

We got this wrong at first. The original version of this piece concluded the phrase was dead and should be abandoned. Search data collected a day later showed 84 distinct Google autocomplete variants of “speed to lead”, nearly three times as many as “lead routing”. A Reddit thread titled “What’s the best ‘speed to lead’ setup right now?” ranks second on Google for the term. Our scrape simply never saw it, because Reddit’s search caps hard.

The honest conclusion is narrower than the original one: practitioners rarely volunteer the phrase, but plenty of people search for it. Absence in a corpus with known recall problems is weak evidence of absence in the world.

2. Nobody trusts the number in the CRM

The most substantive discussion we found, and the least served by existing tools.

“half of revops is just knowing which numbers are fake”

That post describes Salesforce reporting $6.1M while the VP had already told the CEO $6.8M. Two hours of reconciliation found a $400k deal marked closed-won that was actually a verbal, and deals rotting in stages nobody had touched since August.

Others describe the same pattern: a “true” number kept in a separate spreadsheet that people trust more than the CRM. In our tool-mention counts, spreadsheets out-rank every paid sales tool except HubSpot.

3. Pre-call research is the most repeated automatable complaint

Eight distinct posts, and unusually it spans every practitioner subreddit rather than clustering in one.

“pre-call research eats more of my morning than the calls themselves”

Also: “how does your team actually handle pre-call research?”, “Automating prospect research?”, “How much time do your SDRs spend on researching leads?”

A concrete, repeated, time-boxed manual task that people are already trying to automate.

4. Tool selection is paralysis, and the question is always accuracy

Ten head-to-head comparison posts, concentrated on two decisions: Apollo vs ZoomInfo vs Clay vs Cognism, and Outreach vs Salesloft.

“Complete beginner here. Apollo vs. ZoomInfo vs. Clay? I am so lost.”

The recurring sub-question is never features. It is data accuracy and coverage. “Which is best in accuracy/coverage?“

5. Over half of “best CRM” content is affiliate spam

Of thirteen “best CRM for…” posts in the corpus, seven came from affiliate-spam subreddits: r/CRMSoftware, r/crmmarketplace, r/ChameleonCRM, r/ReviewJunkies. Near identical, written in listicle voice, and existing to rank.

Cross-posting is the other tell: one promotional post appeared across roughly fifteen subreddits simultaneously.

The highest-intent commercial question in the category is dominated by content that buyers have learned to distrust. That is a gap, not just a nuisance.

6. Nobody understands AI search, and it connects to everything above

Twenty-three posts touch AI-search visibility, and the consistent note is confusion:

“I keep seeing optimize for AI search everywhere but nobody actually explains how it works… If someone asks ChatGPT what’s the best CRM for small businesses, what actually determines the answer?”

Which closes a loop with the previous finding. People ask AI assistants “best CRM for small business”. Those assistants lean heavily on Reddit. So the Reddit threads for that exact phrase get astroturfed. The spam is an AI-search strategy.

We later measured this directly: across 90 Google AI Overviews, reddit.com was the single most-cited domain, more than Salesforce and HubSpot combined.

What we take from this

• The pain is real; the vocabulary in the category is not the vocabulary of the people with the pain.
• The most valuable unserved problem is the one nobody sells against: the number in the CRM that nobody believes.
• Being checkably honest is a genuine competitive position when more than half the competing content has an undisclosed incentive.

The raw corpus and the analysis script are in the repository. If you think we have read this wrong, the data is there to argue with.