ContentIQ
From helping speakers write better proposals to tracking performance over time. ContentIQ gives your team the tools to build a stronger program with less manual work.
Help speakers craft stronger, more relevant submissions.
Hear from your audience at any stage of selection.
Review hundreds of proposals in minutes.
Help speakers submit stronger proposals.
Your review committee shouldn't have to spend hours evaluating proposals that never stood a chance. Yet without enough guidance upfront, speakers submit content that misses the mark, and your team inherits the cleanup.
The Proposal Assistant walks speakers through your requirements in real time. AI feedback flags issues before submission — vague abstracts, missing objectives, topics outside your priorities. Speakers get a stronger proposal; your committee gets submissions worth reviewing.

Sound familiar?
They submit what they want to present, not what your audience needs. Topics overlap, content levels mismatch, strategic priorities get ignored.
First-time speakers submit rough drafts. Experienced speakers phone it in. Without guidance, fair comparison is nearly impossible.
Staff emails speakers asking for more detail, clearer objectives, updated bios. The manual cleanup takes weeks and delays your whole timeline.


Let your audience help shape the program.
Committees select sessions based on gut feel, past experience and whoever argues loudest in the review meeting. But how often do you ask your audience which of the actual proposed sessions they'd want to attend?
Community Voting sends each participant a sample of proposals to rate, whenever their input will help most — while submissions are still coming in, once the CFP closes or as your committee finalizes the program. In about five minutes, they tell you what they'd actually attend, so your committee has data, not just opinions.
Sound familiar?
Your committee picks 80 sessions from 400 submissions without data on what attendees actually want — and discovers it guessed wrong when evaluations come back six months later.
Committees favor topics they personally find interesting. New topics get dismissed as 'unproven.' What your membership wants never enters the conversation.
Faster reviews, consistent scoring and insights beyond what manual reviews can deliver.
Reviewing hundreds of proposals is a massive undertaking. Every submission deserves a thorough evaluation, but giving each one that attention takes considerable time and resources. Add inconsistent scoring, reviewer fatigue and the difficulty of identifying patterns across hundreds of submissions, and even a well-organized review process can stretch into days or weeks.
The AI Scoring Engine takes on the heavy lifting, evaluating every proposal against your criteria in minutes. Use it as a first pass to identify weaker submissions and narrow the pool before committee review, or as a second set of eyes alongside your reviewers. It flags potential duplicates, content risks and scoring patterns across hundreds of submissions, with a criterion-by-criterion rationale for every score. Your committee gets a more complete picture, spends less time on repetitive reviews and retains control over the final decisions.


Sound familiar?
Committees spend 40+ hours on proposals that could be triaged in minutes. Every hour spent on obvious rejects is an hour not spent on real decisions.
Different reviewers interpret criteria differently. Calibration meetings help but don't solve the problem.
Quality suffers when people are asked to do repetitive evaluation at scale — and later proposals get less attention than early ones.
Guide speakers toward stronger proposals, evaluate submissions consistently and incorporate audience preferences before finalizing your program. Use the capabilities together or wherever they fit your existing process.
Use AI scoring to evaluate the full submission pool, identify proposals that may not meet your criteria and help committees focus their time on submissions requiring closer consideration.
Compare AI evaluations with human reviewer scores to identify disagreements, potential duplicates and submissions worth discussing further.
Gather feedback on actual proposed sessions, not just broad topic preferences, and use that insight to inform selections and understand what your audience is most interested in attending.
Apply the same scoring criteria to every proposal, reducing the influence of individual reviewer preferences and helping surface strong submissions that might otherwise be overlooked.
ContentIQ integrates with Cadmium, PheedLoop, Sessionize, and more — no migration, no rip-and-replace.
Proposal tools, Community Voting & AI Scoring Engine.
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