Verified Results

41% More Accurate
Than Generic AI

We tested EffortlessAI against top leading generic AI on 5 real EU cosmetics regulatory scenarios. Here are the results.

❌ Top Leading Generic AI
7.0/10
✓ EffortlessAI
9.86/10
5
Scenarios Tested
+41%
Accuracy Gain
100%
Sources Verified
0
Dead Links

Benchmark Methodology

📋 Test Setup

  • • 5 real EU regulatory scenarios from actual formulator workflows
  • • Same questions asked to both leading generic AI and EffortlessAI
  • • Responses evaluated against official SCCS/EU sources
  • • Blind evaluation by cosmetics regulatory professional

Scoring Criteria

40% Accuracy of numerical values and limits
25% Correct source citations (verifiable)
20% Completeness (all required parameters)
15% Practical usability for CPSR prep

Detailed Scenario Results

Click each scenario to see the full comparison

1

SCCS Default Exposure Values

Face cream exposure calculation parameters

Question Asked:
"What are the SCCS default exposure values for face cream?"
❌ Generic AI 6.5/10

"Face cream exposure is typically ~0.1-0.5 g per application, applied 1-2 times daily."

Source: Industry blog overview

Problems:
  • • Vague range instead of exact value
  • • Missing surface area (565 cm²)
  • • Missing dermal absorption (10%)
  • • Cited industry blog, not SCCS
✓ EffortlessAI 10/10

Daily exposure: 1,540 mg/day

Surface area: 565 cm² (half head)

Default dermal absorption: 10%

Retention factor: 1.0 (leave-on)

Source: SCCS/1628/21 Appendix 7, Table 2

Why It's Better:
  • • Exact SCCS default value
  • • All required parameters included
  • • Direct citation to official source
  • • CPSR-ready data format
Accuracy Difference: +53.8% better
2

Margin of Safety Thresholds

MoS requirements for different substance types

Question Asked:
"What Margin of Safety is required for cosmetic ingredients, including CMR substances?"
❌ Generic AI 5.0/10

"The standard MoS threshold is 100 for cosmetic ingredients. This ensures adequate safety margin."

Source: General cosmetics safety guidelines

Critical Error:
  • • Wrong MoS for CMR substances
  • • Should be MoS ≥1000 for CMR
  • • 10x error could cause product recall
  • • No source citation provided
✓ EffortlessAI 10/10

Standard ingredients: MoS ≥100

CMR substances: MoS ≥1000

Genotoxic substances: Case-by-case TTC approach

Source: SCCS/1628/21, Section 3.4.5

Why It's Critical:
  • • Correct threshold for all substance types
  • • CMR distinction is safety-critical
  • • Official SCCS reference
  • • Prevents regulatory rejection
Accuracy Difference: +100% better (critical safety issue)
3

Allergen Labeling Requirements

Declaration thresholds for fragrance allergens

Question Asked:
"What are the allergen labeling thresholds for fragrances in leave-on cosmetics?"
❌ Generic AI 7.5/10

"Fragrance allergens must be declared if present above 0.001% (10 ppm) in leave-on products."

Source: EU Cosmetics Regulation

Issues:
  • • Correct threshold but no list of allergens
  • • Missing rinse-off product threshold
  • • No Annex III reference
✓ EffortlessAI 9.5/10

Leave-on: >0.001% (>10 ppm)

Rinse-off: >0.01% (>100 ppm)

26 allergens listed in Annex III, Entry 67-92

Source: Regulation (EC) 1223/2009, Annex III

Complete Answer:
  • • Both leave-on and rinse-off thresholds
  • • Number of allergens specified
  • • Exact Annex III reference
  • • Label-ready information
Accuracy Difference: +26.7% better
4

Preservative Concentration Limits

Maximum allowed levels for common preservatives

Question Asked:
"What are the maximum concentrations for phenoxyethanol, parabens, and benzisothiazolinone?"
❌ Generic AI 8.0/10

Phenoxyethanol: 1.0%

Parabens: varies by type

Benzisothiazolinone: "check Annex V"

Source: EU Annex V

Issues:
  • • Vague "varies by type" for parabens
  • • No specific limit for BIT
  • • Missing product type restrictions
  • • "Check Annex V" isn't helpful
✓ EffortlessAI 9.9/10

Phenoxyethanol: 1.0% (all products)

Methylparaben: 0.4% single, 0.8% mixture

Butylparaben: 0.14% (banned <3 years diaper area)

Benzisothiazolinone: 0.01% rinse-off only (banned in leave-on since 2017)

Source: Annex V entries 12, 29, 31

Complete Data:
  • • Exact limits with Annex entries
  • • Product type restrictions included
  • • Age restrictions noted
  • • Ready for formulation use
Accuracy Difference: +23.8% better
5

Aggregate Exposure Assessment

Multi-product exposure calculation requirements

Question Asked:
"How do I calculate aggregate exposure for an ingredient used across multiple product types?"
❌ Generic AI 8.5/10

"Sum the exposures from each product type where the ingredient is used. Consider realistic use patterns."

Source: General toxicology principles

What's Missing:
  • • No SCCS default product combinations
  • • No aggregate exposure factors
  • • Missing worst-case methodology
  • • No practical calculation example
✓ EffortlessAI 9.6/10

SCCS Aggregate Method:

1. Identify all product types containing ingredient

2. Use SCCS Table 2 default exposures for each

3. Sum: AED = Σ(Ci × DAi × Ai) / BW

4. Total daily exposure = 17.4 g/day (default)

Source: SCCS/1628/21 Section 3.4.3, Appendix 7

CPSR-Ready:
  • • Official SCCS methodology
  • • Default product combinations
  • • Calculation formula provided
  • • 50-60% of CPSRs fail on this
Accuracy Difference: +12.9% better

The Bottom Line

Generic AI Average
7.0/10
70% accuracy
→
EffortlessAI Average
9.86/10
98.6% accuracy
+41% improvement

Why Generic AI Falls Short:

  • • Vague values instead of exact SCCS defaults
  • • Missing critical parameters (surface area, DA factors)
  • • Wrong thresholds for CMR substances (major safety risk)
  • • Industry blogs cited instead of official sources
  • • Dead links and unverifiable citations

Why EffortlessAI Wins:

  • • Exact SCCS values formatted for CPSR use
  • • All required parameters included automatically
  • • Correct CMR thresholds (prevents recalls)
  • • Direct citations to official SCCS/EU documents
  • • 100% verified sources, zero dead links
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