How to Build a How Much Calculator
A 'how much' keyword research tool helps content creators and SEO professionals discover search queries that start with 'how much.' These queries signal high commercial intent because users asking 'how much does X cost' are often ready to buy.
What is a How Much Calculator?
This tool scrapes or queries search suggestion APIs to find 'how much' queries related to any topic. It combines autocomplete data with estimated search volume, CPC, and keyword difficulty to surface high-value content opportunities. The 'how much' modifier is one of the strongest buying-intent signals in SEO.
Code Example
async function getHowMuchKeywords(seed, options = {}) {
const { country = 'us', language = 'en' } = options;
const prefixes = [
`how much ${seed}`,
`how much does ${seed}`,
`how much is ${seed}`,
`how much do ${seed}`,
`how much for ${seed}`,
`how much to ${seed}`
];
const suggestions = [];
for (const prefix of prefixes) {
const url = `https://suggestqueries.google.com/complete/search?client=firefox&q=${encodeURIComponent(prefix)}&hl=${language}&gl=${country}`;
const res = await fetch(url);
const [, results] = await res.json();
suggestions.push(...results);
}
// Deduplicate and score by estimated volume
const unique = [...new Set(suggestions)];
return unique.map(kw => ({
keyword: kw,
intent: classifyIntent(kw), // informational, commercial, transactional
estimatedCPC: estimateCPC(kw)
}));
}
function classifyIntent(keyword) {
if (/cost|price|worth|pay|charge|fee/.test(keyword)) return 'transactional';
if (/salary|earn|make|save/.test(keyword)) return 'commercial';
return 'informational';
}How to Build It
- 1
Build a seed keyword input with country and language selectors
- 2
Query Google Autocomplete API with 'how much' prefix variations (does, is, do, for, to)
- 3
Deduplicate results and enrich with search volume estimates from a keyword API
- 4
Classify each keyword by intent (informational, commercial, transactional)
- 5
Display results in a sortable table with export to CSV
Key Features to Include
Six prefix variations to maximize keyword discovery
Intent classification (informational vs. commercial vs. transactional)
CPC and keyword difficulty estimates for prioritization
Country and language targeting for local SEO
Bulk seed input for running multiple queries at once
Monetization Strategies
Freemium: 5 free searches per day, unlimited on paid plan
Affiliate partnerships with SEO tool suites (Ahrefs, Semrush)
API access for content agencies running keyword research at scale
Premium feature: SERP analysis showing what currently ranks for each query
Recommended Tech Stack
Frontend
Next.js with a sortable, filterable data table (TanStack Table)
Backend
Node.js API proxying Google Suggest and enriching with keyword metrics
Hosting
Vercel with rate-limited API routes to manage upstream query limits
Related Keywords (105 in database)
These are real search terms people use. Build tools targeting these keywords for organic traffic.
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