Find Nearby Plumbers In Pittsburgh, Pennsylvania

Only a single review is available, which severely limits the reliability of any scoring. The reviewer praised prompt communication, quick response, punctuality, reasonable pricing, and described the work as excellent — covering all four dimensions in a brief but positive way. However, the review is generic in nature, lacking specific details about the scope of work, any challenges encountered, or nuanced feedback on workmanship. Scores have been kept conservative across all dimensions in accordance with the low-evidence rules. The review dates to September 2023, which is within a reasonable recency window, but one data point is not sufficient to draw meaningful conclusions.

• Only 1 review analyzed — WW Score cannot be calculated reliably with fewer than 3 reviews.
• The single review is broadly positive but lacks specific detail, making it difficult to distinguish genuine nuanced feedback from generic praise.
• All dimension scores are based on a single mention and should be treated as highly provisional — do not rely on these scores for decision-making without gathering more reviews.

This score report is based on a single review and should not be trusted as a reliable indicator of contractor quality; significantly more reviews are needed before any meaningful conclusions can be drawn.

Insufficient data — only 1 review analyzed. The single review mentions professionalism (flexibility, helpfulness), pricing (inexpensive), and experience (great work), but provides no specific details about project completion, timeliness, or workmanship quality. A WW Score cannot be reliably calculated from a single review.

• Insufficient review volume (n=1) — cannot calculate reliable WW Score
• Review is generic and lacks specific project details or examples
• No mention of project completion, deadlines, or follow-through
• Minimum 3 reviews required for meaningful analysis

This analysis is unreliable and should not be used for decision-making; a minimum of 3 reviews is required to produce a trustworthy WW Score.

The single review available is an extremely severe 1-star complaint describing fraudulent and criminal behavior. The contractor allegedly accepted full payment, completed only half the required DEP court-mandated work, abandoned the job site in a messy state, and reportedly stole equipment from the customer. Professionalism and pricing scores are near-zero due to allegations of theft and deception, while project completion receives a 0 because the work was explicitly left unfinished. No technical skill or workmanship details were mentioned, so the Experience dimension cannot be scored. Criminal charges have reportedly been filed, which is the most serious flag possible in a contractor review.

• CRITICAL: Reviewer explicitly states criminal charges have been filed against this contractor for theft and fraud.
• CRITICAL: Contractor allegedly stole equipment from the customer's property.
• CRITICAL: Contractor accepted full payment but completed only approximately half the contracted work.
• WARNING: Only 1 review is available — WW Score cannot be calculated reliably with fewer than 3 reviews.
• WARNING: The job was court-mandated by the DEP, meaning incomplete work may carry legal and regulatory consequences beyond a typical contractor dispute.
• NOTE: No fake review patterns detected — the review is highly specific, detailed, and credible in its allegations.

With only one review available, the WW Score cannot be calculated, but the single data point is an extremely serious, specific, and credible account of alleged criminal conduct that should be treated as a significant red flag by any prospective customer.

This single review comes from a long-term customer of approximately 30 years, which lends some credibility to the observations made. Andy is praised for honesty and transparency — actively advising the customer to avoid unnecessary costs, which reflects well on both professionalism and pricing fairness. His itemized billing is specifically highlighted as exceptionally detailed, supporting the price-friendly dimension. The reviewer explicitly states no callbacks or problems have ever occurred, which is a strong signal for project completion quality. His technical competence and trusted referral network further support a solid experience score, though all scores are held conservative due to the single-review basis.

• Only 1 review provided — WW Score cannot be calculated reliably per minimum threshold of 3 reviews.
• All dimension scores are based on a single mention and should be treated as LOW CONFIDENCE indicators only.
• Review is dated 2018 — over 6 years old. No recent reviews available to confirm current performance standards.
• No negative feedback present, but this is expected with only one review and does not indicate a fake review pattern — the review contains specific, credible detail.

This score report is based on a single review from 2018 and should not be considered a reliable indicator of current or consistent contractor performance — significantly more recent reviews are needed before any dimension score can be trusted.

Insufficient Data — cannot calculate WW Score reliably. Only 1 review was analyzed. While this single review is highly positive across all dimensions (praising responsiveness, same-day service, communication, fair pricing, and quality workmanship), a reliable WW Score requires a minimum of 3 reviews to account for variability and reduce the risk of outlier bias.

• Only 1 review available — statistically insufficient for reliable scoring
• Review is from 2022 (over 2 years old) — recency is a concern
• Single review with all 5-star rating and generic praise language — cannot validate against patterns

This score cannot be trusted for decision-making. A minimum of 3 reviews is required to produce a statistically meaningful WW Score.

Insufficient Data — cannot calculate WW Score reliably. Only 1 review was analyzed. While the review is positive and mentions good work quality and fair pricing practices, a single review is insufficient to establish reliable dimension scores across professionalism, pricing, project completion, and experience. At least 3 reviews are required to produce a trustworthy WW Score.

• Only 1 review provided — below minimum threshold of 3 reviews required for reliable scoring
• Review is generic and lacks specific details about actual work performed, timelines, or pricing
• Review date is from 2021 (3+ years old) — recency cannot be assessed with single data point
• No explicit mentions of punctuality, communication, project completion timeline, or specific pricing details

This score cannot be calculated or trusted with only 1 review; a minimum of 3 reviews is required to produce a meaningful WW Score assessment.