What people build on this API
The endpoint reference tells you what each route does. These pages go the other way: pick the product you are building, and they name the endpoints in the order you would actually call them - plus the mistake that usually bites first.
Guides
Pick what you are building
Kundli matching for a matrimony product
Gun Milan at list scale, with the cancellation rules intact.
A matrimony product needs two different things from an astrology API: a score good enough to rank a list of hundreds, and a breakdown good enough to show one couple why. AstroNode splits those into a batch endpoint and a detail endpoint that agree with each other, because both come from the same engine.
9 endpoints · 4 stages
A daily horoscope app that is not the same text for everyone
Sun-sign for the top of the funnel, chart-grounded for retention.
Sun-sign horoscopes are cheap to serve and get people in the door, but twelve daily strings is also why most horoscope apps churn. The upgrade path is the same API: once you hold a birth time and place, the same daily slot can be driven by the user's own nakshatra, dasha and transits.
9 endpoints · 4 stages
Panchang, choghadiya and muhurta windows
Date plus coordinates in, a day's worth of timing out.
Panchang is the most-checked astrology surface in India and the least glamorous to compute: sunrise, tithi, nakshatra, yoga and karana all shift with latitude and longitude, so a national average is wrong everywhere. These endpoints take a date and a location and return the day as actually observed there.
5 endpoints · 2 stages
Tooling for practising astrologers
The calculations, so you can build the consultation.
A working astrologer does not need an app to tell them what a chart means - they need the chart computed correctly, fast, and in every divisional and dasha system they actually use. That is arithmetic, it is where software beats hand calculation, and it is the part you should not be writing yourself.
14 endpoints · 4 stages
An AI astrologer that reasons from a real chart
The model composes; the engine decides the facts.
Putting an LLM in front of astrology without a chart underneath it produces confident text that is not about anyone. The pattern that works is to compute the chart deterministically first and let the model write against those structured signals - so the answer is explainable, reproducible, and attributable to a planet rather than to a prompt.
6 endpoints · 3 stages