{"schema_version":"2026-05-20","entity":{"slug":"slack","name":"Slack","domain":"slack.com","url":"https://slack.com","category":"Productivity","sub_category":"Team messaging"},"scan":{"audit_id":"d2ec57b","score":6,"verdict":"The page claims Slackbot is the differentiation, then demonstrates it entirely through Claude, Copilot, and Agentforce — other companies' AI.","dimensions":[{"name":"Message","key":"message","score":5.1},{"name":"Trust","key":"trust","score":6.8},{"name":"CTA & Offer","key":"cta_offer","score":5.8},{"name":"Post-click","key":"post_click","score":6.4},{"name":"Craft","key":"craft","score":7.4}],"dated_iso":"2026-05-20T16:16:35.915Z","industry_vertical":"productivity","canonical_url":"https://lytms.ai/scan/d2ec57b"},"findings":[{"module_id":"triangulation","title":"Message history limits unaddressed on page despite being a named buyer friction point","severity":"major","evidence_quote":"'AI-powered search puts your company's entire memory at your fingertips.'","diagnosis":"The page promotes 'One search to rule them all' and 'AI-powered search puts your company's entire memory at your fingertips,' implying unlimited or unrestricted access to conversation history. Buyers, however, explicitly flag 'message history without hitting a wall' (62%) and the free-tier message history wall as a red-flag switching trigger, a constraint the page never acknowledges.","fix":null},{"module_id":"__absence_cta_architecture","title":"The page has two CTAs in the hero — 'Get started' and 'Find your subscription' — but neither tells a most-aware buyer what happens next.","severity":"major","evidence_quote":"The hero CTA is 'Get started' with a secondary 'Find your subscription.' No CTA is labeled 'Request a demo,' 'Talk to sales,' or 'See it for enterprise.' The demo CTA only appears at the very bottom of the page. Enterprise buyers who won't self-serve on a free trial have no clear path above the fold.","diagnosis":"The page has two CTAs in the hero — 'Get started' and 'Find your subscription' — but neither tells a most-aware buyer what happens next. Enterprise buyers evaluating Slack against Teams need a demo path that signals enterprise treatment, not a generic signup button.","fix":null},{"module_id":"__absence_offer_strength","title":"The page never tells a skeptical buyer what Slack costs, or even what tier unlocks the AI features being pitched.","severity":"major","evidence_quote":"No pricing information, tier names, or 'see pricing' link appears anywhere in the page content. The CTA 'Find your subscription' implies pricing exists elsewhere, but the page doesn't surface it. AI features (channel recaps, Slackbot, AI search) are central to the pitch but their tier requirements are invisible.","diagnosis":"The page never tells a skeptical buyer what Slack costs, or even what tier unlocks the AI features being pitched. A buyer who lands here to evaluate Slackbot against Teams Copilot has no way to compare total cost without leaving the page.","fix":null},{"module_id":"conversion_killing_sentence","title":"Your security section makes an absolute claim that enterprise buyers won't believe.","severity":"notable","evidence_quote":"If it's shared in Slack, it's safe.","diagnosis":"The page makes an unconditional promise — 'if it's shared, it's safe' — with nothing behind it. For the security-conscious buyer whose job it is to evaluate exactly this claim, the absence of any qualifier or evidence doesn't read as confidence; it reads as a brand that hasn't thought carefully about what it's saying. The rest of your Platform section earns credibility ('purpose-built,' 'tailored to fit'); this sentence spends it.","fix":null},{"module_id":"above_fold_value_prop","title":"The subheadline doesn't say why Slackbot beats Teams Copilot.","severity":"notable","evidence_quote":"All your people and AI agents working together. | Slack connects your team. Slackbot multiplies what they can do.","diagnosis":"The page tells most-aware buyers that Slackbot 'multiplies what they can do' without naming what it multiplies, or how. Microsoft Teams Copilot says almost the same thing. A buyer who already knows Slack reads this and gains no reason to act today.","fix":null}],"methodology":{"dimensions":[{"name":"Message","definition":"Value proposition clarity, headline strength, voice consistency, awareness fit, competitive differentiation."},{"name":"Trust","definition":"Proof signals, named recognition, imagery authenticity, evidence specificity."},{"name":"CTA & Offer","definition":"Call-to-action effectiveness, offer strength, form friction."},{"name":"Post-click","definition":"Destination coherence, mobile breakage, performance, accessibility."},{"name":"Craft","definition":"Typography hierarchy, design-system coherence, framework execution."}],"rubric_size":"A deeper internal rubric covers copy, visual, structural, and psychological-persuasion categories, rolled up into the 5 user-facing bars above. Specific module count is internal architecture, not public.","scoring_note":"All scores on a 0-10 scale. ≥7.0 = ready for paid traffic; 4.5-6.9 = specific fixable problems; <4.5 = page likely costing conversions on every visit."},"cite_as":{"url":"https://lytms.ai/brand/slack","name":"Lytms scan of Slack (6.0/10)"}}