Overview
The Acronym Expander API resolves an acronym to its full meaning using a two-tier lookup: first checking a built-in dictionary of 28 common acronyms (technology, business, and general terms like API, CEO, FAQ), then falling back to an AI model when the input isn't in the dictionary. The `source` field on every response tells you which path was taken — `dictionary` for direct hits, `ai` for AI-generated expansions. Dictionary hits always return exactly one expansion; AI responses return up to three in descending order of likelihood. An optional `context` parameter (paid plans only) refines the AI path by biasing the model toward a specific domain — it has no effect on dictionary hits, which are deterministic and ignore context entirely.
Endpoint
One host, one path per API. The block below shows this call in four languages; every one of them is the same HTTP request. Making requests covers the timeouts, retries and parameter rules that apply to all of them. The SDKs wrap the same call in a typed client.
curl "https://api.apiverve.com/v1/acronymexpander?acronym=API&context=software" \
-H "x-api-key: your_api_key_here"const res = await fetch('https://api.apiverve.com/v1/acronymexpander?acronym=API&context=software', {
headers: { 'x-api-key': 'your_api_key_here' },
});
if (!res.ok) throw new Error(`${res.status} ${await res.text()}`);
const { data } = await res.json();
console.log(data);import requests
res = requests.get(
"https://api.apiverve.com/v1/acronymexpander?acronym=API&context=software",
headers={"x-api-key": "your_api_key_here"},
timeout=15,
)
res.raise_for_status()
print(res.json()["data"])package main
import (
"fmt"
"io"
"net/http"
)
func main() {
req, _ := http.NewRequest("GET", "https://api.apiverve.com/v1/acronymexpander?acronym=API&context=software", nil)
req.Header.Set("x-api-key", "your_api_key_here")
res, err := http.DefaultClient.Do(req)
if err != nil {
panic(err)
}
defer res.Body.Close()
out, _ := io.ReadAll(res.Body)
fmt.Println(string(out))
}Replace your_api_key_here with the key from your dashboard. When the inputs arrive as a list rather than one at a time, batch requests run up to 200 of them through this same API in a single call.
Authentication
Send your key in the x-api-key header. That is the only auth step — there is no token exchange and no per-endpoint scope to configure. Authentication covers creating, rotating and revoking keys.
A 401 means the key is missing, invalid or expired. A 403 means the key is valid but not permitted here — blocked by a key restriction or an IP allow-list. Running out of credits is a 429.
Parameters
Sent in the query string. Premium parameters are accepted on every plan but only take effect on plans that include them.
| Parameter | Type | Description |
|---|---|---|
acronymRequired | string | The acronym to expand (max 20 characters) length 0–20 |
contextOptionalPremium | string | Optional context to help determine the correct meaning default General |
Response
Every API returns the same three top-level keys, so one response handler covers your whole integration: status, error and data. Only data changes shape. Response format covers the envelope, the other output formats and how premium fields are withheld.
{
"status": "ok",
"error": null,
"data": {
"acronym": "API",
"expansions": [
{
"expansion": "Application Programming Interface",
"description": "A set of protocols for building software",
"category": "technology"
}
],
"most_common": {
"expansion": "Application Programming Interface",
"description": "A set of protocols for building software",
"category": "technology"
},
"source": "dictionary",
"context_provided": "software"
}
}Response fields
Paths are relative to data. Premium fields are absent rather than zeroed on plans that do not include them, so check for presence instead of comparing to 0.
| Field | Type | Example | Description |
|---|---|---|---|
acronym | string | "API" | The acronym that was expanded Echoes the acronym from the request preserving the original casing — not the upper-cased form used internally for the dictionary lookup. |
expansions | array[1] | List of possible acronym expansions with descriptions For dictionary hits (source='dictionary'), always contains exactly one entry. For AI responses (source='ai'), contains up to three entries in descending order of likelihood. The order is determined by the AI model and is not guaranteed to be stable across identical repeat calls. | |
expansion | string | "Application Programming Interface" | The full expansion of the acronym meaning |
description | string | "A set of protocols for building software" | Description explaining what the expansion means |
category | string | "technology" | Category or domain the acronym belongs to |
most_commonPremium | object | {...} | The most common or likely expansion for the acronym Equals expansions[0] when expansions has at least one entry. Returns null (not omitted) when the AI path returns an empty expansions array. |
expansionPremium | string | "Application Programming Interface" | Most common expansion of the provided acronym |
descriptionPremium | string | "A set of protocols for building software" | Detailed description of the most common expansion |
categoryPremium | string | "technology" | Category or domain for the most common expansion |
source | string | "dictionary" | Source where the expansion data was retrieved from Either 'dictionary' or 'ai'. Use this to distinguish deterministic responses (dictionary — instant, identical across calls) from AI-generated ones (variable latency, may produce slightly different wording on repeat calls due to non-zero AI temperature). |
context_provided | string | "software" | The context used to determine acronym meaning Echoes the resolved context value used by the request — typically 'General' when omitted, or the provided value otherwise. Useful for confirming the context the API actually used; ignored for dictionary hits. |
Errors
Read the HTTP status first, then error for the specific reason. The body names the parameter that has to change. Error handling covers the full status list and which of them are worth retrying.
| Status | Meaning | What to do |
|---|---|---|
400 | Input was rejected | Read error; it names the parameter. |
401 | Key missing or invalid | Check the header name and the key value. |
403 | Key valid, but not permitted | A key restriction or IP allow-list; see key scoping. |
429 | Rate limited, or out of credits | Read error to tell them apart; see rate limits. |
Use cases
- Document Processing
- Automatically expand acronyms in documents and technical writing for improved readability
- Content Understanding
- Help readers understand technical content and jargon by expanding acronyms in context
- Technical Documentation
- Create glossaries and expand acronyms in technical documentation automatically
- Learning Tools
- Build educational tools that help users learn and understand acronyms in various domains
Other ways to use Acronym Expander
Set up Acronym Expander on APIVerve, or reach the same source a different way. Your APIVerve account and credits work on all of them — one key, one balance.
Related
More in Text Processing: