Tool · reference
Signal inventory
Twenty-nine signals in five categories. The fourth column is the one that matters: where each signal misleads.
29 of 29 signals
Demand · Before acquisition
Comparable title performance
- Arrives
- Any time before acquisition
- Tells you
- The realistic size of the audience for this kind of film in this market.
- Misleads
- Comparables chosen to justify a decision already made.
Demand · Before acquisition
Search volume for the title
- Arrives
- From first festival coverage
- Tells you
- Whether awareness exists outside the industry.
- Misleads
- Ambiguous titles absorb unrelated search traffic.
Demand · Before acquisition
Search volume for the subject
- Arrives
- Any time
- Tells you
- Standing interest in the theme, independent of the film.
- Misleads
- Interest in a subject rarely transfers to paying for a film about it.
Confidence · Before acquisition
Festival audience response
- Arrives
- During the festival run
- Tells you
- How the film plays to a room that wants to like it.
- Misleads
- Festival rooms are self-selected and generous.
Confidence · Before acquisition
Critical reception
- Arrives
- From first reviews
- Tells you
- Press support available for a specialist campaign.
- Misleads
- Reviews predict coverage, not attendance.
Demand · Before acquisition
Talent following
- Arrives
- Any time
- Tells you
- Reach you can borrow if the talent participates.
- Misleads
- Follower counts include no local, cinema-going intent.
Demand · Before acquisition
Existing rights-holder list
- Arrives
- At deal stage
- Tells you
- Whether a direct audience already exists to inherit.
- Misleads
- Lists without consent or recency are unusable.
Confidence · Before launch
Community organisation interest
- Arrives
- 8–16 weeks out
- Tells you
- Whether intermediaries will carry the film for you.
- Misleads
- Enthusiasm from organisers is not commitment of members.
Confidence · Before launch
Trailer completion rate
- Arrives
- Days after trailer launch
- Tells you
- Whether the promise of the film is legible.
- Misleads
- Autoplay and paid placement inflate everything above 25%.
Intent · Before launch
Trailer share rate
- Arrives
- Days after trailer launch
- Tells you
- Endorsement — the viewer risked their own reputation.
- Misleads
- Tiny denominators produce dramatic percentages.
Intent · Before launch
Notify-me registrations
- Arrives
- From first campaign beat
- Tells you
- Costly interest: the audience expects future contact.
- Misleads
- Incentivised sign-ups measure the incentive.
Intent · Before launch
Calendar and reminder adds
- Arrives
- From date announcement
- Tells you
- Diary-level commitment, the strongest pre-launch signal.
- Misleads
- Volumes are small; read direction, not scale.
Intent · Before launch
Screening requests by location
- Arrives
- 6–12 weeks out
- Tells you
- Where the audience is, in the audience's own words.
- Misleads
- Organised campaigns cluster requests artificially.
Intent · Before launch
Email list growth rate
- Arrives
- Continuous
- Tells you
- Whether the campaign is accumulating an asset.
- Misleads
- Growth without engagement is a decaying asset.
Intent · Before launch
Newsletter click-through
- Arrives
- Per send
- Tells you
- Whether your own audience is warm for this title.
- Misleads
- One strong subject line can mask a cold list.
Conversion · Before launch
Presale volume
- Arrives
- From tickets on sale
- Tells you
- The hardest available pre-launch evidence.
- Misleads
- Presale culture varies wildly by market and chain.
Conversion · Launch week
Showtime lookups
- Arrives
- From listings going live
- Tells you
- Approach to purchase, even when the sale is invisible.
- Misleads
- Lookups without nearby sessions record frustration, not demand.
Conversion · Launch week
Cinema finder searches by postcode
- Arrives
- Launch week onward
- Tells you
- Gaps between where demand is and where the film plays.
- Misleads
- Urban bias in digital media distorts the map.
Conversion · Launch week
Click-out to ticketing
- Arrives
- Launch week onward
- Tells you
- Closest proxy to purchase intent you own.
- Misleads
- Broken exhibitor deep links lose the sale after the click.
Conversion · Launch week
Opening weekend admissions
- Arrives
- Monday after opening
- Tells you
- The outcome, and the base for the hold calculation.
- Misleads
- Screen count and session times explain more than marketing did.
Conversion · In release
Second weekend hold
- Arrives
- Ten days in
- Tells you
- Whether word of mouth is working.
- Misleads
- Competitive openings and weather move holds by double digits.
Conversion · In release
Per-screen average by venue
- Arrives
- Weekly
- Tells you
- Which venues and regions to defend with spend.
- Misleads
- Single strong venues can carry a failing national picture.
Learning · In release
Live search queries about the film
- Arrives
- From launch week
- Tells you
- The questions your materials failed to answer.
- Misleads
- Query samples are small and skew to the unusual.
Learning · In release
Suitability and content questions
- Arrives
- Continuous
- Tells you
- Barriers stopping a decided viewer from booking.
- Misleads
- Loud minorities ask atypical questions.
Learning · In release
Audience sentiment in reviews
- Arrives
- From opening weekend
- Tells you
- Whether expectation matched experience.
- Misleads
- Review platforms attract the delighted and the furious.
Learning · In release
Word-of-mouth referral traffic
- Arrives
- Week two onward
- Tells you
- Whether the film is spreading without spend.
- Misleads
- Dark social makes most referral traffic look direct.
Learning · In release
Repeat attendance indicators
- Arrives
- Week three onward
- Tells you
- Depth of connection with the core audience.
- Misleads
- Rarely measurable without exhibitor cooperation.
Learning · After release
Retained contactable audience
- Arrives
- End of theatrical
- Tells you
- What the release leaves behind for the next title.
- Misleads
- Counts without consent status overstate the asset.
Learning · After release
Hypothesis outcome record
- Arrives
- Two weeks after close
- Tells you
- Which assumptions held, and which signal warned you first.
- Misleads
- Written after the fact, it becomes a justification, not a record.