Get better matches and fewer false positives — whether you’re describing a company, a business unit, or an individual consultant’s profile.
Tenderlake AI Search matches you with procurement notices using a plain-language description of what you offer. No keywords, no CPV codes. The same guidance applies whether you are writing:
- A company or business unit description (Primary account AI Search)
- A personal consultant profile (Pro account Personal AI Search)
The better the description, the more accurate the matches. This page explains what to include, what to avoid, and why it matters.
If you prefer, you can jump straight to the helper prompt to generate a description using ChatGPT, Claude, or any other LLM.
The right mindset
Think of your description as a briefing for a knowledgeable colleague who will decide, on your behalf, which procurement opportunities are worth your time. They need to know what you deliver, how you deliver it, and — just as importantly — what falls outside your scope or capacity.
This is not a sales pitch or a CV. A good description includes honest constraints alongside capabilities, because both are needed to filter out contracts you cannot win.
What to include
Whether you are describing a company or an individual, cover these four things:
1. What you deliver
State your products, services, or areas of expertise in concrete terms. Avoid broad labels like “IT solutions” or “environmental services.”
2. How you deliver it
This is the single most important detail most descriptions miss. Clarify your delivery model:
- For companies: Do you provide consulting, operate equipment or facilities, manufacture products, develop software, deliver training, or run managed services?
- For individual consultants: Do you provide desk-based advisory and analysis, lead project teams, deliver hands-on fieldwork, or train others? Do you work independently or as part of a larger team?
3. Your scale and capacity
- For companies: Approximate team size, whether you operate facilities or specialist equipment (laboratories, vehicles, manufacturing), and whether you work as a prime contractor, subcontractor, or both.
- For individual consultants: Whether you work as a sole practitioner or within a larger firm. Typical engagement size and role (e.g. “I typically contribute as a named specialist within larger project teams”).
4. What you don’t do
State services that someone in your field might reasonably be assumed to provide, but you don’t. This is one of the most effective ways to prevent irrelevant matches.
Examples of useful exclusions
- A laboratory that does genetic sequencing but not routine clinical chemistry or haematology
- A software company that provides its platform but not implementation consulting
- A marine consultant who provides modelling and analysis but does not operate survey vessels or field equipment
- A change management consultant who does not provide technical IT implementation
Optional: add depth for better precision
Once your description is running, you can refine it with:
- Target sectors — local authorities, healthcare, defence, education, etc.
- Contract types — consultancy, supply, frameworks, managed services
- Accreditations and standards — ISO certifications, security clearances, regulatory approvals
- Specialist methodologies or technologies — specific tools, platforms, or techniques (Tenderlake understands commonly used tools and software, so there is no need to explain what they do)
- Competitive differentiators — what genuinely sets you apart from others in your field
Before and after example
Company description
✗ Weak
“BioLab Analytics provides comprehensive genetic and laboratory analysis services tailored for the public sector in the UK and EU. We specialise in high-quality clinical diagnostics, environmental testing, and biotechnological research support.”
Problem: “Clinical diagnostics” is broad. A hospital looking for routine blood testing, haematology, and microbiology might be matched — but BioLab specialises in genetic and molecular analysis, not the full range of hospital laboratory services.
✓ Stronger
“BioLab Analytics provides accredited genetic and molecular laboratory services for the public sector in the UK and EU, including DNA sequencing, genetic screening, pathogen detection, and environmental contaminant analysis using Next-Generation Sequencing (NGS) and PCR methodologies. We are accredited under ISO 17025 and ISO 15189. We operate our own laboratory facilities and serve government agencies, healthcare institutions, and research organisations. We do not provide routine clinical chemistry, haematology, or microbiology services, and we do not engage in animal testing or pharmaceutical manufacturing.”
Why it works: The specific lab capabilities are named, the infrastructure is stated (own laboratory), and the exclusions prevent matching against hospital lab frameworks that require a broader range of testing.
Do’s and don’ts
✓ Do
- Keep it factual and specific
- State how you deliver, not just what you know
- Include your scale: team size, infrastructure, typical engagement size
- Include exclusions for adjacent services you don’t provide
- Mention relevant accreditations and standards
- Stay under 1,500 characters
✗ Don’t
- Use marketing language or buzzwords
- List keywords or CPV codes
- Be vague: “we do websites” or “we are a defence contractor”
- Combine unrelated services — create separate descriptions instead
- Describe expertise without clarifying your delivery model
- Assume the AI will infer things you haven’t stated
When to write separate descriptions
If your products or services are usually purchased together, combine them in one description. If they are sold independently or serve different purposes, write separate descriptions so the AI can match each one accurately.
Review your early results
When a new AI Search is running, review the first assessments that come through. If one seems significantly off, scored too high or too low, ask yourself: what would I need to add to my description so the AI gets this right next time? The answer is usually a sentence or two clarifying your delivery model, your scale, or what you don’t do. This is often more effective than trying to anticipate every possible mismatch upfront.
Use the Analyse Description feature
When you add or edit a description, click Analyse Description. Tenderlake will score it out of 10 and suggest improvements. Aim for 8 or above before saving.
LLM helper prompt
You can use ChatGPT, Claude, or any other LLM to generate a description from your website, a PDF, a LinkedIn profile, or any text about your products, services, or expertise. Copy the prompt below, paste it into your preferred LLM, and replace the section under <<USER_INPUT>> with your source material.
<<SYSTEM>>
You are a Tenderlake compliance assistant.
Your goal is to produce a clear, procurement-ready description of one product, service, or logical bundle that is commonly procured together.
The output must help match suppliers with public sector tenders via Tenderlake’s AI engine.
Important constraints:
- Maximum 1500 characters including all spaces and punctuation.
- Do not include CPV codes, keyword lists, or geographic regions – these are handled separately in Tenderlake.
- Focus on what the company offers, not who they work with or past achievements.
- It’s acceptable to simplify or rephrase technical or marketing-heavy text for clarity, as long as the essence is preserved.
- Bundling is fine if the grouped items are typically bought together in a single procurement (e.g. software + support).
- The compliant description must be plain text in ONE paragraph (no bullet points, no tabs, no line breaks).
<<USER_INPUT>>
Paste here one of the following:
- a public URL describing the product/service
- the raw text from the page
- or extracted text from a PDF brochure or slide deck
<<WORKFLOW – internal steps>>
1. Read and interpret the input. If the input contains one or more public URLs, you MUST open and read them before writing the description. If you cannot access a provided URL, you MUST say so in the response and do not guess missing details.
2. Identify the specific product, service, or logical bundle (avoid over-bundling).
3. Write a clear, procurement-oriented description in neutral, professional tone. Keep it concise: aim for 1100–1400 characters to avoid overruns.
4. Count total characters of the compliant description EXACTLY as output (including spaces and punctuation). Because line breaks can affect counts when pasted, do not use line breaks in the description. If the description is >1500 characters, rewrite and re-count until ≤1500.
5. Generate three tips to help the user improve the source material. At least one must address specificity, and one must address bundling if relevant.
<<OUTPUT – visible to user>>
**Compliant Description (≤1500 characters):**
<your final description goes here> (chars: <final count>)
**Post-Description Details (separate; do not append to description):**
- Character count (description only): <final count>
- URLs provided: <Yes/No>
- URLs browsed: <Yes/No> (if No: <why not>)
- Sources used: <list URLs used, or "User-provided text", or "User-provided PDF text">
**Improvement Suggestions:**
- <Tip 1 – about specificity if possible>
- <Tip 2 – about bundling if relevant>
- <Tip 3 – about unclear, overly brief, or marketing-heavy source material>
Note: LLMs can make mistakes. Always review the output to confirm you are happy with the description before saving it to Tenderlake.
You only need to describe your business or expertise as you would in a public domain — for example, on your website, LinkedIn, or in a white paper. Descriptions are not used for training purposes. Only your team and a small number of Tenderlake employees can view your description.
You are always welcome to contact us for a discussion on how to best describe a specific service or profile.