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Market around vocalift

An open-source Streamlit AI vocal coach that compares user singing with reference audio, analyzes pitch, timing, dynamics, and vocal quality, and generates personalized feedback using Google Gemini.

Visit github.com ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select.

Compare at
vocalift · Pro
No Pro plan
—
Pro-agent median
$29
across 24 priced agents
vs Pro agents
No comparison
vocalift doesn't sell Pro
ⓘ Comparisons are same provider type (agent) and same buyer tier (Pro). Never across tiers.
Market density
5th pctile
2 strong substitutes
Price momentum · 31d
+9.1%
Agents · Pro median
$29/mo
24 priced · $20.74–$50.5 mid 50%
MCP servers · Pro median
$99/mo
1 priced · $99–$99 mid 50%
Platforms · Pro median
$29.99/mo
3 priced · $22.49–$39.99 mid 50%

Agents cost 0.3× MCP servers at the Pro tier.

Price spectrum · Pro plans · 16 of 23 providers priced · log scale · $1.25 → $499/mo
Agents MCP servers Platforms◻ shaded = middle 50% · line = median (all types)vocalift has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches vocalift's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

AAgents40Ranked by relevance
vocaliftthis listing
● AGENT · relevance 100%
no public price
ai_music_teacher
● AGENT · relevance 71%
no public price
ophyai_interview_coach
● AGENT · relevance 67%
$29/mo Pro
0% vs Pro median
interviewprep_ai
● AGENT · relevance 67%
no Pro plan
entry $12/mo
makesong_ai
● AGENT · relevance 67%
$29/mo Pro
0% vs Pro median
talkpal
● AGENT · relevance 67%
$1.25/mo Pro
-96% vs Pro median
standout_2
● AGENT · relevance 67%
no public price
musicfy
● AGENT · relevance 66%
no public price
interviewcoach_ai
● AGENT · relevance 66%
$29/mo Pro
0% vs Pro median
lockedin
● AGENT · relevance 66%
$39.99/mo Pro
+38% vs Pro median
lacuna_fm
● AGENT · relevance 66%
$49/mo Pro
+69% vs Pro median
adobe_podcast
● AGENT · relevance 66%
no public price
apt_ai
● AGENT · relevance 65%
no public price
salary_sage
● AGENT · relevance 65%
$15/mo Pro
-48% vs Pro median
udio
● AGENT · relevance 65%
$10/mo Pro
-66% vs Pro median
musicaura
● AGENT · relevance 65%
$20.99/mo Pro
-28% vs Pro median
tunesona_ai
● AGENT · relevance 65%
no public price
prankify
● AGENT · relevance 64%
no Pro plan
entry $5/mo
claap_sales_coaching
● AGENT · relevance 64%
$24/mo Pro
-17% vs Pro median
Rapport Score
● AGENT · relevance 64%
$169/mo Pro
+483% vs Pro median
orb_2
● AGENT · relevance 64%
no public price
ai_tutor_pro
● AGENT · relevance 64%
no public price
finevoice
● AGENT · relevance 64%
no public price
Agent.so
● AGENT · relevance 64%
$19/mo Pro
-34% vs Pro median
jobjump_ai_interview_copilot
● AGENT · relevance 64%
no public price
musicgpt
● AGENT · relevance 63%
no Pro plan
entry $10/mo
cekura
● AGENT · relevance 63%
no Pro plan
entry $500/mo
bloom_ai_tutor
● AGENT · relevance 63%
no public price
canonical
● AGENT · relevance 63%
no public price
commitify_me
● AGENT · relevance 63%
no Pro plan
entry $19/mo
AI Dating Coach
● AGENT · relevance 63%
$499/mo Pro
+1621% vs Pro median
siena_insights
● AGENT · relevance 63%
no public price
Kōkua
● AGENT · relevance 62%
no public price
ai_assistant_vui
● AGENT · relevance 62%
no public price
craftmusic_ai
● AGENT · relevance 62%
$20.99/mo Pro
-28% vs Pro median
onemoreshot
● AGENT · relevance 62%
no public price
hamming_ai_enterprise_voice_ag
● AGENT · relevance 62%
no public price
lingolette
● AGENT · relevance 62%
no public price
microsoft_copilot
● AGENT · relevance 62%
no public price
whyser
● AGENT · relevance 62%
no public price
MMCP servers3Ranked by relevance
idiolect_ai
● MCP · relevance 68%
no public price
hummatch
● MCP · relevance 64%
no Pro plan
entry $5/mo
ai-interview-agents
● MCP · relevance 64%
$99/mo Pro
AAPIs3Ranked by relevance
speechsuper
● API · relevance 67%
no Pro plan
entry $20/mo
assemblyai
● API · relevance 63%
no public price
outspeed
● API · relevance 62%
no public price
OOther2Ranked by relevance
Ocular AI
● OTHER · relevance 66%
no public price
Revid AI
● OTHER · relevance 62%
no public price
PPlatforms2Ranked by relevance
spectraseek
● PLATFORM · relevance 64%
$14.99/mo Pro
-50% vs Pro median
umu
● PLATFORM · relevance 63%
no public price

Market = the products most similar to this one by capability; prices are median / quartiles over its priced members, separated by provider type and buyer tier.