Customer-supplied, timestamped topic signals from the sources your team is licensed to use.
Market demand scoring API for product planning
Score market demand signals for product planning
Bring the topic signals you already collect. DemandGraph compares momentum, acceleration, commercial intent, durability, and source disagreement with transparent inputs.
Free: 50 scored topics/month. Developer: $249/month with 5,000 included. Compare allowances and pricing.
Exact use case
A product or pricing team needs to compare two opportunities without confusing one noisy source with durable market demand.
A completed demand score, component measures, source breakdown, confidence, and disagreement indicators.
Normalizes and compares supplied signals using visible measures and weights.
A successful authenticated POST /v1/scores that returns a completed score and source breakdown.
From the problem to a useful result
Choose the part of the review you need to solve
Compare topics using signals you already collect
Use the same market trend analysis method across the opportunities in a product review or research brief. Send dated observations for each topic from sources your team already owns or is licensed to use.
Keep definitions and time windows comparable within each source. The scoring engine compares relative changes in supplied observations; it does not collect a market dataset for you.
Read momentum, acceleration and durability separately
Market momentum, trend acceleration and durability answer different questions about the supplied series. Read them alongside the commercial-intent measure instead of treating one rising number as a purchase signal.
The synthetic demo combines search and employment observations for one topic. Inspect the separate measures, then add another topic using the same input shape to compare the evidence behind each opportunity.
Check source depth and confidence
When market research signals disagree, inspect the source breakdown before deciding which comparison is useful. It reports source contributions and applied weights alongside confidence.
Supply at least two dated observations per topic. The weights reference explains the scoring inputs; confidence describes the supplied evidence, not a probability of revenue or market success.
Repeat the comparison for your next research brief
A repeatable market research scoring workflow keeps topic identifiers, source definitions and observation dates consistent. Reuse the same preparation steps when new observations arrive for the next report.
Run the JSON example below, then create and verify a free account for /v1/scores. Your reporting process can use the measures and source breakdown; DemandGraph does not generate or validate a market forecast.
OpenAPI-grounded keyless demo
Score the sample
Edit the supplied example, send it to /v1/demo/score, and inspect the service’s unedited JSON response. The demo stores nothing and consumes no account quota.
Response
Run the demo to see the API response.
A successful response demonstrates the bounded classification or calculation shown here. It is not evidence of a deployed connector, autonomous external action, customer outcome, or commercial performance.
Pricing and included usage
Choose a plan for repeated topic scoring
One topic scored in one request is one unit. A request containing 50 topics uses 50 units; observations within a topic do not count as separate topics.
Free
$0/month
50 scored topics/month
No card required. The keyless demo consumes no account quota.Developer
$249/month
5,000 scored topics/month included
$0.08 per additional scored topic. Overage charges capped at $500 per billing period, in addition to the base price.Growth
$999/month
30,000 scored topics/month included
$0.05 per additional scored topic. Overage charges capped at $2,000 per billing period, in addition to the base price.Scale
$2,499/month
100,000 scored topics/month included
$0.03 per additional scored topic. Overage charges capped at $5,000 per billing period, in addition to the base price.Prices in USD, billed monthly. Choose a plan for the volume you expect to run. See full pricing and Enterprise options.
Capability boundary
What this page does not promise
DemandGraph does not acquire or resell signals and is not an account-intent feed, Google Trends wrapper, or market forecast.
- The demo qualifies the transformation only; account verification, key creation, and a successful authenticated primary-value request are required for activation.
- Inputs and outputs must be reviewed in the context of your own data rights, policies, and operational controls.
- No ranking, accuracy, savings, recovery, prevention, customer, or revenue result is claimed.
From evaluation to first value
A short, explicit path
- Run the keyless demo.
Confirm that the input and output shape match the job you need done.
- Create and verify a sandbox account.
The email claim flow creates a product-scoped API key. No card is required for the free tier.
- Call the authenticated primary-value operation.
A successful authenticated POST /v1/scores that returns a completed score and source breakdown.