Signals
The Position, Episode 17: The Same Three Sources
9 October 2026
If every team in your category is reading the same inputs, you don't have competitive intelligence. You have a shared opinion.
The Thesis
Over the last few editions we've covered intel that never gets captured, intel nobody closes the loop on, and intel that gets read exactly once. This one is about a problem that sits upstream of all three: where the intel comes from in the first place.
Ask most teams where their competitive intelligence comes from and the answer is remarkably uniform. A competitor's website and pricing page. Review sites like G2 and Capterra. News alerts and press releases. Those three sources are accessible, legitimate and worth watching. They are also exactly what your competitors, and every other team in your category, are watching too.
When everyone drinks from the same three wells, you don't get an edge. You get convergence.
Why Sameness Is the Problem
Same inputs produce the same conclusions. Two teams reading the same pricing page, the same review themes and the same press release will land on near-identical battlecards. Each team believes it did its homework. None of them learned anything the others didn't.
The obvious signal is already priced in. A competitor's launch announcement is, by definition, something they wanted you to see. By the time it reaches a press release, it has already shaped their sales pitch, your prospects' expectations and every rival's roadmap discussion. Reacting to it isn't intelligence. It's keeping up.
Everyone positions against the same attributes. When the whole category reads the same review sites, the same complaints and the same feature lists, everyone ends up building messaging against the same handful of attributes. The result is a market where all the battlecards say the same thing, and prospects tune all of it out.
It feels like coverage. This is the dangerous part. Three sources monitored regularly looks like a working programme. The dashboards fill up, the alerts fire, and nothing signals that the picture is narrower than it appears.
What Sits Outside the Usual Three
The signals that tend to move before a competitor's public announcement are mostly sitting in plain sight, just not in the places teams habitually look:
- Hiring. Job postings and org changes are among the earliest public indicators of where a competitor is heading: a run of security hires, a new regional sales lead, a first dedicated pricing role.
- Filings and patents. For companies that publish them, 10-Ks, 8-Ks and patent applications reveal strategic bets, risk factors and licensing moves before anything ships.
- Changelogs and release notes. Quiet product changes often never get a press release, but they show what a competitor is really investing in.
- Review patterns, not review scores. The rating is public and everyone sees it. The shift in what customers complain about, quarter on quarter, is rarely read by anyone.
- Your own deal data. Win/loss patterns, objections raised in calls and what customers say in advisory sessions are exclusive to you. No competitor can read them, which makes them the most differentiated source you have, and the most under-used (see the five signals hiding in your CRM).
None of these is secret. They're just more effort to collect, which is precisely why most teams don't.
Where the Line Is
This isn't an argument to abandon the usual three. Pricing pages, reviews and news are the foundation, and dropping them would be a mistake. The point is that they're table stakes. They tell you where competitors stand today, in a form they were happy to publish. Intelligence that creates an advantage usually comes from combining those sources with ones fewer teams bother to read, and from connecting the signals to each other.
It's also worth being honest about the limits. A hiring signal is a hint, not a proof; a patent filing may never become a product. The value of broader sourcing isn't certainty. It's earlier, richer questions to ask.
Framework to Steal: The Source Diversity Audit
List every source your team actually monitors. Not the ones you intend to, the ones that produced something someone read this quarter.
Sort each into two buckets: "competitors chose to publish this" (pricing pages, press releases, launch posts) or "competitors didn't plan for this to be read" (job postings, filings, changelogs, review patterns, your own deal data).
Count the second bucket. If it's empty or has one entry, you are watching the same stage show as everyone else.
Pick one new source from the second bucket and add it for a quarter. One, not five. Track whether it surfaced anything you hadn't already seen.
Check for cross-source confirmation. The strongest signals tend to show up in two places at once: a hiring spike plus a changelog entry plus a shift in review complaints. One source is a hint. Three pointing the same way is a finding.
Where Pro-Position.AI Fits
The reason most teams stay with the usual three isn't a lack of imagination. It's effort. Monitoring job boards, filings, patents, changelogs and review patterns across a full competitive set, continuously, is a job nobody has time for on top of their real one.
Pro-Position.AI's agent fleet is built to cover that wider surface: news, social, review sites, pricing pages, SEC filings, patents, job boards and changelogs, with deal signals, win/loss tags and sales notes feeding in from your own side. Source reasoners then deduplicate and score what's collected, so a hiring signal and a changelog entry pointing the same way surface together rather than in separate feeds. Every item carries its source and timestamp, so the signal can be defended, not just reported.
The aim isn't more data. It's different data, connected, so you're not drawing the same conclusions as everyone else in your category.
Next in The Position: what happens when the intel is right but it arrives after the decision has already been made.
Keep exploring: