Your salary negotiation.
Backed by live market data in any language.

Current job listings in the target language are stronger negotiation evidence than salary aggregator averages. Claude retrieves active listings for your role and location via Indeed MCP, and Lara Translate delivers salary data and market context in your language — ready for your negotiation.

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Claude
Indeed
Indeed
Lara Translate
Claude
200+
Salary negotiation brief

From Indeed listings in any language to a salary negotiation brief in yours.

Claude searches Indeed via MCP for active listings matching your role and location, including postings in the local language. Salary ranges, required experience levels, and competing offers are extracted and structured as a negotiation brief. Lara Translate localizes the market data in your working language, with role-specific terminology preserved.

1

Claude retrieves current listings for your role and location

Claude connected to Indeed via MCP and searched for full-time marketing specialist roles in Rome and returned 10 listings. It filtered for city positions, identified 4 with sufficient data for salary and skills analysis, and flagged which disclosed compensation. The search used the current date, not historical data, producing a benchmark that reflected what employers were actively offering.

Prompt used:"I am a marketing specialist in Rome preparing to negotiate my salary. Search Indeed for full-time marketing specialist roles in Rome, translate any Italian or foreign-language descriptions into English using Lara Translate, extract all salary data disclosed, and produce a negotiation brief showing the current market range, which skills correlate with higher compensation, and how I should position my profile."
2

Indeed surfaces salary data from listings you could not previously read

The Indeed MCP connector returned complete listing data for all 4 filtered roles. Two disclosed salary explicitly: €1,300–2,300 per month at DTK SRL for a junior profile, and €35,000–40,000 per year plus performance bonus at Mpg System for a senior one. Two listed compensation as highly competitive without figures; Claude noted their benefit structures as additional market data.

3

Lara Translate makes the Italian listings readable, and surfaces the skills premium

Claude passed the 3 Italian listings to Lara Translate using Fluid style, salary figures and skill specifications preserved. With all 4 listings in English, Claude cross-referenced skills against salary bands: CRM proficiency and 75% travel availability appeared only in the €35,000–40,000 listing; SEO, analytics, and Excel were universal across all 4.

4

Claude delivers a structured salary negotiation brief

Claude assembled a negotiation brief: a salary range table (€15,600–40,000+ per year by experience level), a skills premium analysis identifying CRM and travel availability as senior-band differentiators, a benefit benchmark across all 4 listings, and a positioning statement to use in the HR conversation. Exported as a Word document ready to bring to the meeting.

Why Indeed salary data is incomplete, and how translated listings fill the gap

Indeed does not require employers to disclose salary in job postings, in the Rome marketing specialist scan, only 2 of 4 listings published explicit figures. But the listings that do not disclose salary still contain signals: the benefit structures they describe, the seniority of the skills they require, and the company profile all indicate a compensation band. Claude reads those signals across all listings, translated by Lara Translate from Italian into English where needed, and uses them to bracket the undisclosed ranges. A brief that says '2 of 4 listings disclosed salary; the other 2 described compensation as highly competitive with company laptop, professional development support, and meal vouchers consistent with the senior band' is more useful in a negotiation than a benchmark average, because it is specific, sourced, and current.

What makes a localized salary brief reliable for a negotiation.

A salary brief with inaccurate data or mistranslated role titles does not support a strong negotiation. These four properties ensure it does.

Role and market terminology consistent across the brief

Role titles, seniority levels, and market terminology stay consistent across the localized salary brief. Translation memory reuses approved phrasing.

Faithful style for all salary data

Faithful translation preserves salary ranges, experience requirements, and role specifications exactly. No paraphrase — every figure means what the listing said.

Salary data and market context preserved exactly

A specific salary range or experience requirement carries precise meaning in a negotiation. You pass the role and market context, and Lara Translate localizes accordingly.

Localized salary brief for every target market in one session

In any of 203 languages. Ready for your negotiation without waiting for a translation run.

Claude + Indeed vs.
Claude + Indeed + Lara Translate

What you needClaude + IndeedClaude + Indeed + Lara Translate
Salary range for your exact role, city, and current weekNo glossary. Job titles and role requirements may be rendered inconsistently across postings.Live listings for your exact role and city via Indeed MCP, data from this week, not last year.
Foreign-language listings included in the benchmarkNo style mode. Formal job descriptions and employer branding copy get the same treatment.Lara Translate normalises Italian, French, and German listings into English so no employer is excluded from the benchmark.
Skills that correlate with higher salary bands, named explicitlySalary ranges, requirements, and benefit details may be paraphrased rather than preserved.Claude cross-references skill requirements against disclosed salary bands across all listings.
Benefit structures and total compensation contextEach Indeed posting requires manual copy-paste into Claude and re-entry per language.Claude extracts benefit data, bonus structures, meal vouchers, professional development, from all translated listings.
A positioning statement you can use directly in the meetingNo translation memory. Approved role titles and HR phrasing are not reused across postings.Claude delivers a negotiation brief with market range, skills premium analysis, and a positioning statement ready for the HR conversation.

Ready to walk into your salary review with live market data?

Current listings. Every language. One negotiation brief, with the numbers named.

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Tell us your stack and what you want to ship. We'll help you wire your AI assistant to the right tools and Lara Translate so the output lands in every language your team works in — terminology enforced, tone matched.

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