Why are buyers rejecting my proposal for vague past performance examples
Buyers reject proposals for vague past performance because evaluators can't score what they can't verify. When a reference reads "we improved efficiency for a similar client," there's no metric, no scope, and no relevance to map against the rubric. Specific, quantified, recent, and relevant examples score points; generic claims read as filler and get marked down or disqualified.
What "vague" actually means to an evaluator
Most teams think their past performance is strong because they know the context. The evaluator doesn't. They're working from a scoring sheet, often with weighted criteria like relevance (40%), scope similarity (30%), recency (20%), and outcomes (10%). A vague example fails every column.
Here's the gap. You write:
"We have extensive experience delivering large-scale IT modernization for government agencies."
The evaluator needs:
"Modernized a 12,000-user case management system for the State of Ohio DOT (2023–2024), migrating from on-prem to AWS GovCloud, cutting processing time 38% and saving $2.1M annually."
The first sentence is a slogan. The second is evidence. Only one earns a score.
The five reasons past performance gets rejected
1. No quantified outcomes
If there's no number, there's no proof. "Improved performance" means nothing without a baseline and a result. Evaluators are trained to discount unmeasured claims. Use percentages, dollar figures, timelines, user counts, defect rates — whatever the work produced.
2. Wrong scope or scale
A $50K pilot doesn't prove you can run a $10M program. If your example is an order of magnitude smaller than the requirement, the buyer flags execution risk. Match the dollar value, headcount, geography, and duration as closely as you can.
3. Stale references
Many RFPs require past performance within the last three to five years. A brilliant 2017 project may be inadmissible. Check the solicitation's recency window before you pick examples — outdated references are a common cause of non-compliance disqualification.
4. No relevance mapping
You listed a project, but you never tied it to this buyer's requirement. Evaluators won't connect the dots for you. State explicitly: "This engagement mirrors your requirement for X because Y."
5. Unverifiable claims
No client name, no contact, no contract number. Federal and many commercial buyers verify references. If they can't, they assume you're inflating. The U.S. government's Contractor Performance Assessment Reporting System (CPARS) exists precisely so evaluators can check stated performance against the record.
How to rewrite a vague example into a scored one
Use the CSOR structure for each past performance entry:
| Element | What to include |
|---|---|
| Context | Client, contract value, dates, your role |
| Scope | Scale, technologies, deliverables, team size |
| Outcome | Quantified results tied to client goals |
| Relevance | One sentence linking it to this RFP's requirement |
Before
We helped a healthcare provider streamline their
claims process and saw great results.
After
For Banner Health (2022-2023, $3.4M contract), our
9-person team automated claims adjudication across
14 facilities. Auto-adjudication rose from 61% to
89%, cutting manual review costs $1.8M/year. This
directly maps to your requirement (Section L.3) for
claims automation at multi-site scale.
The second version is verifiable, quantified, scoped, and explicitly relevant. That's four columns of the rubric, filled.
Build a reusable past performance library
The root cause of vague examples is usually rushed writing. You're recycling whatever you can remember at deadline. Fix it upstream by maintaining a structured library:
- Capture metrics at project close — not 18 months later when no one remembers the numbers.
- Tag each entry by industry, contract size, tech stack, and capability so you can pull relevant matches fast.
- Store client approval status so you know which references you're cleared to name.
- Update the recency clock annually and retire stale entries.
Dedicated RFP tools help here. If you're still wrangling this in scattered files, compare your options for proposal software versus Word and Google Docs — a searchable content library is the difference between citing your best proof and citing whatever's nearest.
Don't let strong content get buried by weak writing
Even solid past performance fails if the surrounding narrative is inconsistent or unfocused. When multiple subject matter experts contribute, examples drift in tone and detail level. Tightening inconsistent voice across SME contributions keeps your strongest proof from getting diluted by vague filler around it.
Vague past performance is also a leading indicator of broader scoring problems. If your win rate is dropping below 20 percent, audit your last five losing proposals' past performance sections first — it's the fastest place to find unscored points.
Quick self-audit checklist
Run every past performance entry through these questions:
- Does it name the client and contract value?
- Is there at least one hard metric with a baseline?
- Does the scope match this RFP's scale?
- Is it within the required recency window?
- Is there one sentence explicitly linking it to a stated requirement?
- Can the buyer verify it?
If you answer "no" to any, the evaluator will too — and they'll dock the points.
Key takeaways
- Evaluators score evidence, not adjectives. Replace "extensive experience" with named clients, dollar figures, and measured outcomes.
- Match scope, scale, and recency to the solicitation; a small or stale project undercuts your credibility.
- Map every example to a specific RFP requirement — don't make the evaluator connect the dots.
- Keep proof verifiable. Unnamed, uncheckable references get treated as inflated.
- Build a tagged, metric-rich past performance library so deadline pressure never forces you into vague generalities again.