Acronym Expander API
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.
To use Acronym Expander, you need an API key. You can get one by creating a free account and visiting your dashboard.
GET Endpoint
https://api.apiverve.com/v1/acronymexpanderExample
This request hits the built-in dictionary directly because `API` is one of the 28 pre-loaded acronyms — no AI call is made, and the response returns instantly with `source: "dictionary"`. The `expansions` array has exactly one entry and `most_common` is identical to `expansions[0]`, which is the standard shape for any dictionary hit. The `context_provided` field echoes back whatever you sent (here `"software"`) but is ignored for dictionary lookups; it only affects routing on AI responses. To exercise the AI path instead, pass an uncommon acronym like `MZK` or `XYZ` and watch the `source` field flip to `"ai"`.
curl -X GET \
"https://api.apiverve.com/v1/acronymexpander?acronym=API&context=software" \
-H "X-API-Key: your_api_key_here"const response = await fetch('https://api.apiverve.com/v1/acronymexpander?acronym=API&context=software', {
method: 'GET',
headers: {
'X-API-Key': 'your_api_key_here',
'Content-Type': 'application/json'
}
});
const data = await response.json();
console.log(data);import requests
headers = {
'X-API-Key': 'your_api_key_here',
'Content-Type': 'application/json'
}
response = requests.get('https://api.apiverve.com/v1/acronymexpander?acronym=API&context=software', headers=headers)
data = response.json()
print(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")
req.Header.Set("Content-Type", "application/json")
client := &http.Client{}
resp, err := client.Do(req)
if err != nil {
panic(err)
}
defer resp.Body.Close()
body, _ := io.ReadAll(resp.Body)
fmt.Println(string(body))
}{
"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"
}
}Authentication
The Acronym Expander API requires authentication via API key. Include your API key in the request header:
X-API-Key: your_api_key_hereInteractive API Playground
Test the Acronym Expander API directly in your browser with live requests and responses.
Parameters
The following parameters are available for the Acronym Expander API:
Expand Acronym
| Parameter | Type | Required | Description | Default | Example |
|---|---|---|---|---|---|
acronym | string | required | The acronym to expand (max 20 characters) Length: max: 20 charsBehavior: Lookup is case-insensitive — 'api', 'Api', and 'API' all resolve identically because the handler upper-cases the input before checking the built-in dictionary. The description mentions a 20-character limit but the validator does not currently enforce one; longer inputs are passed through to the AI model. | - | |
contextPremium | string | optional | Optional context to help determine the correct meaning Behavior: Only affects the AI fallback — it is added to the AI prompt to bias the model toward a specific domain (e.g. context=medical biases toward medical interpretations). Has no effect on dictionary hits, which are looked up by acronym alone. Defaults to 'General' when omitted. |
Response
The Acronym Expander API returns responses in JSON, XML, YAML, and CSV formats. The JSON response is shown in the Example section above; alternative formats below.
Other Response Formats
<?xml version="1.0" encoding="UTF-8"?>
<response>
<status>ok</status>
<error xsi:nil="true" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"/>
<data>
<acronym>API</acronym>
<expansions>
<expansion>
<expansion>Application Programming Interface</expansion>
<description>A set of protocols for building software</description>
<category>technology</category>
</expansion>
</expansions>
<most_common>
<expansion>Application Programming Interface</expansion>
<description>A set of protocols for building software</description>
<category>technology</category>
</most_common>
<source>dictionary</source>
<context_provided>software</context_provided>
</data>
</response>
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
| key | value |
|---|---|
| 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 Structure
All API responses follow a consistent structure with the following fields:
| Field | Type | Description | Example |
|---|---|---|---|
status | string | Indicates whether the request was successful ("ok") or failed ("error") | ok |
error | string | null | Contains error message if status is "error", otherwise null | null |
data | object | null | Contains the API response data if successful, otherwise null | {...} |
Learn more about response formats →
Response Data Fields
When the request is successful, the data object contains the following fields:
| Field | Type | Sample Value | Description |
|---|---|---|---|
acronym | string | The acronym that was expanded Semantics: Echoes the acronym from the request preserving the original casing — not the upper-cased form used internally for the dictionary lookup. | |
| [ ] Array items: | array[1] | List of possible acronym expansions with descriptions Semantics: 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 | - | |
└ description | string | - | |
└ category | string | - | |
most_commonPremium | object | The most common or likely expansion for the acronym Semantics: Equals expansions[0] when expansions has at least one entry. Returns null (not omitted) when the AI path returns an empty expansions array. | |
└ expansion | string | Most common expansion of the provided acronym | |
└ description | string | Detailed description of the most common expansion | |
└ category | string | Category or domain for the most common expansion | |
source | string | Source where the expansion data was retrieved from Semantics: 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 | The context used to determine acronym meaning Semantics: 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. |
Headers
Only X-API-Key is required. Optional headers include Accept for response format negotiation (JSON, XML, or YAML), User-Agent, and X-Request-ID for request tracing. See all request headers →
GraphQL AccessALPHA
Access Acronym Expander through GraphQL to combine it with other API calls in a single request. Query only the acronym expander data you need with precise field selection, and orchestrate complex data fetching workflows.
Credit Cost: Each API called in your GraphQL query consumes its standard credit cost.
POST https://api.apiverve.com/v1/graphqlquery {
acronymexpander(
input: {
acronym: "API"
context: "software"
}
) {
acronym
expansions
most_common {
expansion
description
category
}
source
context_provided
}
}Note: Authentication is handled via the x-api-key header in your GraphQL request, not as a query parameter.
CORS Support
The Acronym Expander API accepts cross-origin requests from any origin, so it can be called directly from browser-based applications without a proxy. See CORS support →
Rate Limiting
Acronym Expander requests are throttled per minute on the Free plan and unthrottled on paid plans. Exceeding the limit returns 429 Too Many Requests; rate-limit usage is reported in the X-RateLimit-Limit, X-RateLimit-Remaining, and X-RateLimit-Reset response headers. See per-plan limits and best practices →
Error Codes
The Acronym Expander API uses standard HTTP status codes — 200 on success, 400 for invalid parameters, 401 for missing or invalid keys, 403 for insufficient credits, 429 for rate-limit exhaustion, and 500/503 for server-side issues. Each error response includes an X-Request-ID header you can quote when contacting support. See full error handling guide →
SDKs for Acronym Expander
Official Acronym Expander packages on npm, PyPI, NuGet, and JitPack — plus a Postman collection and an OpenAPI spec. See the SDK guide →
No-Code Integrations
Acronym Expander works with Zapier, Make, Pipedream, n8n, and Power Automate using the same API key. See setup guides →
Troubleshooting
Common issues developers encounter when integrating the Acronym Expander API and how to resolve them.
Why does the same acronym sometimes return different expansions on repeat calls?
AI-generated responses (where source is 'ai') may vary slightly between calls because the AI model runs with non-zero temperature. Dictionary hits (where source is 'dictionary') are deterministic and never change. If consistency matters for your use case, check the source field and/or cache the AI responses client-side.
Why does context seem to be ignored?
Context only affects the AI path. If the acronym you're sending is in the built-in dictionary, the dictionary lookup wins and context is not consulted. Check the source field in your response — if it says 'dictionary', context was ignored. To force the AI path, use an acronym not in the dictionary.
What acronyms are in the built-in dictionary?
28 common acronyms covering technology (API, URL, HTML, CSS, HTTP, HTTPS, JSON, XML, SQL, REST, AI, ML, VPN, DNS, IP, USB, RAM, ROM, CPU, GPU), business (CEO, CTO, CFO, HR), and general usage (ASAP, FYI, FAQ, DIY). Anything not on this list goes to the AI path.
Can I get multiple expansions for a common acronym from the dictionary?
No. Each dictionary entry has exactly one expansion. Only the AI path returns multiple expansions (up to three). If you need a list of possible meanings for a common acronym that's also ambiguous outside the dictionary's domain, this API will not surface them.
What's the difference between `expansion` and `description` in the response?
`expansion` is the actual full text the acronym stands for (e.g. 'Application Programming Interface'). `description` is a short gloss explaining what that expansion means (e.g. 'A set of protocols for building software'). For dictionary hits, both fields are pre-curated; for AI hits, both are generated by the model and description quality may vary across repeat calls.
Frequently Asked Questions
How do I get an API key for Acronym Expander?
How many credits does Acronym Expander cost?
Each successful Acronym Expander API call consumes credits based on plan tier. Check the pricing section above for the exact credit cost. Failed requests and errors don't consume credits, so you only pay for successful acronym expander lookups.
Can I use Acronym Expander in production?
The free plan is for testing and development only. For production use of Acronym Expander, upgrade to a paid plan (Starter, Pro, or Mega) which includes commercial use rights, no attribution requirements, and guaranteed uptime SLAs. All paid plans are production-ready.
Can I use Acronym Expander from a browser?
What happens if I exceed my Acronym Expander credit limit?
When you reach your monthly credit limit, Acronym Expander API requests will return an error until you upgrade your plan or wait for the next billing cycle. You'll receive notifications at 80% and 95% usage to give you time to upgrade if needed.








