“A necessary evil”: what Crayon and Klue users say in their own words

Every competitive-intelligence vendor will tell you their platform saves time. The people who actually run them tell a different story. We read through verified G2 reviews of Crayon and Klue and pulled out what unhappy users wrote, unedited, in their own words. A few reviewers are enthusiastic, and plenty of teams are satisfied. But the complaints below are specific, consistent, and worth hearing before you sign a renewal.

“Far too many useless alerts”

The loudest theme is noise. A Klue reviewer at an enterprise software company, after, in their words, “multiple consultations with Klue,” wrote:

“The system produces far too many useless alerts, leaving me to believe that the AI is not built well to automatically filter out what isn't desired. The answers presented as a solution are all workarounds of blocklists, filters, etc that require too much user time / maintenance on a daily basis.” — Klue reviewer, Enterprise (>1,000 employees), G2, July 2022 (1.5★)

The same reviewer summed up the experience: “I do not enjoy using Klue - it is a necessary evil to make sure I don't miss a piece of news but it takes far too much time to get there.” That is a tool the reviewer describes as creating the daily work it was bought to remove.

Another Klue reviewer put it more briefly: “Alert refinement needs to be simpler, as lots of noise comes through.” On the Crayon side, one reviewer asked for a better “needle-to-haystack ratio,” and a UK SaaS company that moved off Crayon told Contify that “a lot of articles in the daily emails sent by Crayon aren't relevant.” In the Flares analysis of 500 G2 reviews, too many irrelevant alerts appeared in 10.0% of Crayon reviews and 3.3% of Klue reviews.

“Very manual process”

The second theme is upkeep. A Crayon customer in computer software, writing in February 2024, listed what went wrong before saying they would leave at renewal:

“AI features are not helpful, and too little too late compared to competitors. Very manual process of battlecard and intelligence maintenance, no help with standardizing templates. Planning to switch to another tool when our renewal is up. It is not worth the money.” — Crayon reviewer, Mid-Market (51–1,000 employees), G2, February 2024 (1★)

Klue reviewers describe the same shape of work from a different angle. One enterprise reviewer wrote that “text input functions are inadequate, resulting in extra time spend in formatting battlecards and newsletters.” Another said the product is “a bit labor intensive to get it up and running.” Another, that it “takes time to get set up and port all your competitive intelligence into battlecard format.” Another reviewer's verdict on data work: “Data analysis and activation are not automated enough.”

“Slow to implement and get traction”

The quietest cost is the one nobody budgets for: adoption. A Klue customer in IT services, writing in mid-2025, described what happened when the platform stopped being anyone's priority:

“Win-loss has become invisible now in our org. Theres almost zero understanding in the company now about why we are winning and losing and with which buyers. Slow to implement and get traction. Not used by nearly as many people, nor as often. Hard to find anything.” — Klue reviewer, Enterprise (>1,000 employees), G2, July 2025 (1★)

That review's own title says it all: “From Org-Wide Win-Loss to PMM Pet Project.” A platform meant to serve revenue, product, and sales ends up as one person's side job.

Crayon reviewers raise a related point about the people behind the product: “New CSM is barely there and has not been helpful, no suggestions for streamlining processes or driving adoption.” Others say it “feels disparate from my workflow and day to day,” or is “not always relevant to my industry or role,” and one described a clunky interface where “there isn't much to it other than a blank page with a bunch of Word docs put together with writing.”

What the pattern tells you

Line the quotes up and the pattern is hard to miss:

• The feed is not curated for you. It collects everything, then hands the sorting back to your team through blocklists, filters, and boolean exclusions.
• The battlecards are not maintained for you. Updating, formatting, and standardizing them is a recurring human job.
• Without a dedicated owner, adoption slides. Content gets stale, reps stop looking, and the platform becomes someone's side project.

None of this means Crayon or Klue are bad products; plenty of teams with a full-time analyst get real value from them. It means these platforms are built around a human doing the sorting, the refreshing, and the nudging. If you don't have that person, the tool doesn't fill the gap. It shows you the gap, daily, in your inbox.

The PrismCI take

We built PrismCI around the exact complaints above, because the people who built it lived them.

• Noise: every signal is scored for importance and re-ranked on-box, so the Intelligence Feed shows what moved, not everything that changed.
• Upkeep: battlecards refresh themselves from new intel and can be generated self-serve, so no one is re-formatting tables on a Friday.
• Adoption: intelligence reaches reps where they work through Ask CI, MCP, and the Sales Simulator, and win-loss lives in the same platform instead of a separate pet project.
• Cost: one license, every capability, and you own it, so there is no analyst tax and no add-on stack. The real cost of the alternatives is in a separate post.

See how it compares directly: PrismCI vs. Crayon and PrismCI vs. Klue.