Critical points of implicit relations sit at the intersection of two AP Calculus skills that examiners test every year: implicit differentiation and the first- or second-derivative test for local extrema. The first time a candidate meets the pattern, it usually appears in a free-response question worth roughly half of the paper's marks, where the curve is given as an equation in x and y rather than as y = f(x). The candidate's job is to differentiate both sides, solve dy/dx = 0, find candidate x-values, then justify whether each candidate is a local maximum, local minimum, or neither, using either a sign chart of dy/dx or the second-derivative test applied to d²y/dx². None of the steps is exotic; what trips students up is the bookkeeping of y terms, the algebra when dy/dx collapses to a fraction with y² in the denominator, and the written reasoning that the rubric's communication point demands. This article walks through the pattern end-to-end, with the kind of language a marker is trained to credit, so the next time a free-response question opens with a curve such as x² + y² = 1 or x³ + y³ = 3xy, the critical-point method feels routine rather than improvised.
Why implicit critical points deserve a separate preparation track
Most AP Calculus students meet critical points in the explicit world first, where y = f(x) and dy/dx is a function of x alone. The exam, however, reserves a chunk of marks for problems where the relationship between x and y is locked inside a single equation that cannot be solved for y as a single explicit function, or where solving it would produce a piecewise mess that is mathematically dishonest to ignore. The classic exam-shaped cases include circles, ellipses, lemniscates, foliums, and the family of curves sometimes labelled "Cartesian ovals". The defining feature is the same: differentiating cleanly still gives you dy/dx, and solving dy/dx = 0 still gives you candidate critical points, but you cannot peel y off the right-hand side without losing information. That is exactly the situation AP Calculus examiners like to use, because the only way forward is the technique the syllabus names explicitly: implicit differentiation.
For most candidates, this is the part of the course that quietly decides whether the multiple-choice section finishes in time and the free-response section picks up the second or third point on a six-point rubric. The topic shows up in Unit 3 of the AP Calculus BC syllabus and the relevant portion of Unit 3 in AB, and it is one of the items that the official Course and Exam Description flags as a connection between differentiation and the analytic framework for sketching curves. The trick is that an implicit critical-point problem is not really a new idea; it is a chain-rule problem whose result must be set to zero, with the added constraint that the answer for y will be a function of x, not a number. Students who internalise that mental move usually pick up the marks. Students who try to convert the implicit equation into y = f(x) first usually run out of time and lose the communication point because their setup is already tangled.
A useful study heuristic is to treat the topic as a three-part ritual: differentiate both sides, factor or rearrange the resulting dy/dx expression so that dy/dx = 0 is a clean equation in x and y, and then build a sign chart or second-derivative argument using the original constraint to substitute y-values back in. The rest of this article goes through that ritual step by step, with two worked examples and the language patterns that match the AP rubric's expectations.
The chain-rule mechanics examiners want you to show
Implicit differentiation is the chain rule applied to y as an unknown function of x. The two mechanics the rubric is looking for are treating y as a function of x on every term that contains it, and applying d/dx to those terms using the chain rule, which produces a dy/dx factor each time. A common candidate mistake is to differentiate y² as 2y, dropping the dy/dx. The marker does not award the point for derivative setup when the dy/dx is missing on a y-term. The cleanest way to avoid that error is to write a small annotation next to each y-term, the way an experienced tutor would on a whiteboard: y² becomes 2y · dy/dx, y³ becomes 3y² · dy/dx, and so on. For trigonometric terms, sin y becomes cos y · dy/dx, and the same logic handles eʸ and ln y, where the derivative of eʸ is eʸ · dy/dx and the derivative of ln y is (1/y) · dy/dx.
Once the differentiation is done, collect the dy/dx terms on one side and the non-dy/dx terms on the other. The result is a linear equation in dy/dx, which factors out cleanly. From there, divide by the coefficient of dy/dx and you have the derivative expressed as a fraction whose numerator and denominator are functions of x and y. At this point the marker expects to see that the candidate is not afraid to leave dy/dx in this form, and that they are willing to substitute the constraint to simplify, especially when the problem asks for the slope at a particular point.
When the problem asks for critical points, the next mechanical move is to set dy/dx = 0. Because dy/dx is a fraction, that reduces to a numerator-zero condition, provided the denominator is not also zero. If both numerator and denominator vanish, the slope may or may not be defined, and the curve may have a cusp or vertical tangent, which is its own category of question. For ordinary critical points, the candidate writes down the numerator, sets it to zero, and uses the original implicit equation to eliminate y. The resulting x-values are the candidate x-coordinates of critical points. Plugging those x-values back through the original equation yields the y-values, and the candidate has the points themselves, which are the substrate for the next rubric line: deciding what kind of critical point each one is.
The chain-rule work is mechanical, and the more of it you can do without error, the more attention you can pay to the harder rubric line, which is justification. Examiners will not give full credit for an answer that simply lists points where dy/dx = 0. They want to see why each candidate is a local maximum, local minimum, or neither, and they want to see the reasoning tied to the curve defined by the original equation. The most efficient way to do that in a timed exam is to choose between two strategies, both of which are described next.
Choosing between a sign chart and the second-derivative test
For implicit problems, the sign-chart method is usually faster than the second-derivative test, because the second-derivative test requires another full implicit differentiation, this time of dy/dx, and then a substitution that is algebraically heavier. The sign chart, by contrast, uses the original numerator expression: pick x-values on either side of the candidate x, plug them into the numerator expression together with the y that the original equation forces, and check the sign of dy/dx. If the sign goes from positive to negative, the candidate is a local maximum; if it goes from negative to positive, it is a local minimum; if the sign does not change, the candidate is not a local extremum at all, and the candidate must say so. That last move, explicitly stating "not a local extremum" when the rubric requires classification, is where the communication point often lives. For most candidates, I'd personally pick the sign chart for a six-mark problem, because the algebra is one layer of substitution, not two.
Worked example 1: critical points of the curve x² + y² = r²
The circle is the simplest implicit curve, but the rubric rewards exactly the same moves as for a folium or a lemniscate, so practising it once with the full written language is worth the time. Take the unit case r = 1 for clarity, so the curve is x² + y² = 1. Differentiate both sides with respect to x: 2x + 2y · dy/dx = 0. Solve for dy/dx: dy/dx = −x/y. Set the numerator to zero to find candidates: −x = 0, so x = 0. Substituting x = 0 into the original equation gives y² = 1, so y = 1 or y = −1. The candidates are (0, 1) and (0, −1). At each point, check the sign of dy/dx in a small neighbourhood. For (0, 1), pick x slightly positive: then y is slightly less than 1 to keep x² + y² = 1, so y is positive. The numerator −x is negative, the denominator y is positive, so dy/dx is negative. Pick x slightly negative: y is still positive, the numerator −x is positive, so dy/dx is positive. The sign changes from positive to negative, so (0, 1) is a local maximum of the upper semicircle, which is consistent with the geometry. The same reasoning with signs reversed shows that (0, −1) is a local minimum of the lower semicircle.
What the rubric wants to see, line by line, looks like this: "Differentiating implicitly with respect to x gives 2x + 2y · dy/dx = 0, so dy/dx = −x/y. Setting the numerator equal to zero gives x = 0. Substituting into the original equation gives y = ±1. The candidate critical points are (0, 1) and (0, −1). At (0, 1), dy/dx is positive for x < 0 and negative for x > 0, so (0, 1) is a local maximum. At (0, −1), dy/dx is negative for x < 0 and positive for x > 0, so (0, −1) is a local minimum." That language is the kind of finished paragraph the AP marker can score quickly, and it lines up the three rubric categories: derivative setup, candidate identification, and justification. A common scoring trap is to write the candidate points in a list without the classification sentence; even a correct list without the classification loses the third point.
Worked example 2: critical points of the folium x³ + y³ = 3xy
The folium of Descartes is a frequent AP-style implicit curve, and it gives the candidate a chance to demonstrate the technique on an equation where the y-substitution is non-trivial. Start with x³ + y³ = 3xy. Differentiate implicitly: 3x² + 3y² · dy/dx = 3y + 3x · dy/dx. Collect the dy/dx terms: (3y² − 3x) · dy/dx = 3y − 3x². Solve: dy/dx = (y − x²) / (y² − x). Set the numerator to zero: y − x² = 0, so y = x². Substitute y = x² into the original equation: x³ + (x²)³ = 3x · x², which simplifies to x³ + x⁶ = 3x³, so x⁶ − 2x³ = 0, factor x³(x³ − 2) = 0, giving x = 0 or x = ∛2. For x = 0, y = 0, and the candidate point is (0, 0). For x = ∛2, y = (∛2)² = ∛4, and the candidate point is (∛2, ∛4). The candidate should check the denominator at these points: y² − x = (x²)² − x = x⁴ − x. At x = 0, the denominator is 0, so the derivative is undefined there, and the slope test cannot be applied. The geometry of the folium is that the curve passes through the origin with a self-intersection, so (0, 0) is not a local extremum; the candidate should say so in writing, because the rubric usually requires it. At (∛2, ∛4), the denominator is (∛4)² − ∛2 = ∛16 − ∛2, which is positive, so a sign chart is legitimate.
To classify (∛2, ∛4), pick an x slightly less than ∛2 and an x slightly greater, and read the sign of y − x² and y² − x. For x slightly less, y is forced to be close to ∛4 from the constraint, and y − x² is positive because y ≈ ∛4 and x² is smaller. For x slightly greater, y² − x is positive. The numerator y − x² is positive on the left, negative on the right (since x² overtakes y), so the sign changes from positive to negative, and the point is a local maximum. The candidate should write the classification as a sentence rather than a label, and include a brief sign-table description, because the rubric's communication point is usually awarded when the marker sees a written argument rather than a calculation dump.
The second-derivative test is also a valid route for the folium, and is worth practising once. Implicitly differentiate dy/dx = (y − x²) / (y² − x) a second time. The cleanest way is to write dy/dx as N/D with N = y − x² and D = y² − x, and apply the quotient rule. The result is a fraction with the chain-rule derivatives of N and D, which means dy/dx and d²y/dx² both appear on the right-hand side. Substituting dy/dx = (y − x²)/(y² − x) gives d²y/dx² as a function of x and y, and at the candidate point (∛2, ∛4) the sign of d²y/dx² confirms the local-maximum classification. For most candidates, the sign chart is faster; the second-derivative test is a backup when the sign chart is algebraically awkward.