CrowdReply
AI search visibility tool
Too explanatory and demo-like, needs a stronger hook and a real storyline.
About
Halberd Ventures putting $23M behind AEO feels like the moment SEO felt in 2009. Whoever owns the dashboard for this category prints.
Tried the onboarding. Five screens before I see a single AI answer about my brand is four screens too many.
The launch tweet is doing the most with that 'RT and comment RANK' move. Bold to gate the freebie behind engagement farming on your Series A post.
Pacing on the launch video is solid until the 0:42 transition where the voiceover trips over the music swell. Otherwise the b-roll of the dashboard is the cleanest I've seen this month.
The thumbnail kerning on 'CrowdReply 2.0' is fighting itself. The 2 is hugging the period like it owes it money.
Are the tracking signals open or is this a black box? Would love to see how you attribute a mention in a ChatGPT answer to a specific source page.
Genuinely curious about the API. Webhooks for new mentions or do I have to poll like it's 2014?
Counsel hat on: where does the answer-scraping data live, and how are you handling EU users whose prompts get logged through your pipeline?
Quick one for the team, any chance you can share which brands were in the design partner cohort before the raise? Happy to keep it on background.
This might be the last serious launch in this category that isn't an agent swarm rewriting your site at 3am. Respect the restraint.
How big is the team? If this shipped with under 8 people I'm going to scream into a pillow.
What's the impression-to-citation ratio look like across LLMs? Suspect Perplexity behaves wildly differently than Gemini and that gap is the actual product.
SSO, SOC 2 Type II, DPA, and a sandbox tenant or my legal team turns this into a six month adventure. What's the enterprise tier look like?
Reminds me of what Clearbit did for B2B enrichment, except the answer surface is way messier. Two of my portfolio brands have been begging for this.